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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #101
Escaping Saddle Points for Effective Generalization on Class-Imbalanced Data
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #103
Active Learning Through a Covering Lens
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #105
Sparse Winning Tickets are Data-Efficient Image Recognizers
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #107
Active Learning Helps Pretrained Models Learn the Intended Task
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #108
Star Temporal Classification: Sequence Modeling with Partially Labeled Data
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #109
S-PIFu: Integrating Parametric Human Models with PIFu for Single-view Clothed Human Reconstruction
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #110
Interaction-Grounded Learning with Action-Inclusive Feedback
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #111
Model-based Safe Deep Reinforcement Learning via a Constrained Proximal Policy Optimization Algorithm
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #112
NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #113
Environment Diversification with Multi-head Neural Network for Invariant Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #114
Denoising Diffusion Restoration Models
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #115
Predictive Coding beyond Gaussian Distributions
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #116
Trajectory balance: Improved credit assignment in GFlowNets
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #117
The least-control principle for local learning at equilibrium
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #118
Universally Expressive Communication in Multi-Agent Reinforcement Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #119
Introspective Learning : A Two-Stage approach for Inference in Neural Networks
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OpenReview]
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #120
Exploit Reward Shifting in Value-Based Deep-RL: Optimistic Curiosity-Based Exploration and Conservative Exploitation via Linear Reward Shaping
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #121
Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #122
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #123
Spartan: Differentiable Sparsity via Regularized Transportation
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OpenReview]
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #124
S3GC: Scalable Self-Supervised Graph Clustering
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #125
HUMUS-Net: Hybrid Unrolled Multi-scale Network Architecture for Accelerated MRI Reconstruction
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #126
DreamShard: Generalizable Embedding Table Placement for Recommender Systems
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #127
Navigating Memory Construction by Global Pseudo-Task Simulation for Continual Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #128
Graph Learning Assisted Multi-Objective Integer Programming
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #129
CEIP: Combining Explicit and Implicit Priors for Reinforcement Learning with Demonstrations
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #130
Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #131
Contrastive Graph Structure Learning via Information Bottleneck for Recommendation
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #133
Mining Multi-Label Samples from Single Positive Labels
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #134
Reinforced Genetic Algorithm for Structure-based Drug Design
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #135
Adaptive Distribution Calibration for Few-Shot Learning with Hierarchical Optimal Transport
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #136
CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #137
Class-Aware Adversarial Transformers for Medical Image Segmentation
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #138
Debiased Self-Training for Semi-Supervised Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #139
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #140
Single-Stage Visual Relationship Learning using Conditional Queries
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #141
Degradation-Aware Unfolding Half-Shuffle Transformer for Spectral Compressive Imaging
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #142
DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-training for Open-world Detection
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #242
OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #241
Physically-Based Face Rendering for NIR-VIS Face Recognition
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #240
HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #239
Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #238
Deep Bidirectional Language-Knowledge Graph Pretraining
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #237
Vision Transformers provably learn spatial structure
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #236
Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #235
Self-Supervised Fair Representation Learning without Demographics
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #234
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #233
Sequence-to-Set Generative Models
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #232
Does GNN Pretraining Help Molecular Representation?
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #231
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #230
Bringing Image Scene Structure to Video via Frame-Clip Consistency of Object Tokens
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #229
Probabilistic Transformer: Modelling Ambiguities and Distributions for RNA Folding and Molecule Design
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #228
Transformers from an Optimization Perspective
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #227
Human-Robotic Prosthesis as Collaborating Agents for Symmetrical Walking
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #226
Locating and Editing Factual Associations in GPT
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #225
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #224
Guaranteed Conservation of Momentum for Learning Particle-based Fluid Dynamics
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #223
DOMINO: Decomposed Mutual Information Optimization for Generalized Context in Meta-Reinforcement Learning
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OpenReview]
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #222
UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #221
On the Convergence Theory for Hessian-Free Bilevel Algorithms
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #220
Meta-Auto-Decoder for Solving Parametric Partial Differential Equations
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #219
Deep Active Learning by Leveraging Training Dynamics
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #218
Neural Matching Fields: Implicit Representation of Matching Fields for Visual Correspondence
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #217
Invertible Monotone Operators for Normalizing Flows
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #216
S$^3$-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #215
Cross-Linked Unified Embedding for cross-modality representation learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #214
u-HuBERT: Unified Mixed-Modal Speech Pretraining And Zero-Shot Transfer to Unlabeled Modality
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #213
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #212
A Transformer-Based Object Detector with Coarse-Fine Crossing Representations
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #211
Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #210
Semi-Supervised Semantic Segmentation via Gentle Teaching Assistant
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #209
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #208
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #207
Robust Calibration with Multi-domain Temperature Scaling
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #206
CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #205
Data-Efficient Augmentation for Training Neural Networks
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #204
Learning Distinct and Representative Modes for Image Captioning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #203
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #202
Bootstrapped Transformer for Offline Reinforcement Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #201
INRAS: Implicit Neural Representation for Audio Scenes
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #200
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #300
On the Symmetries of Deep Learning Models and their Internal Representations
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #302
Gradient Descent: The Ultimate Optimizer
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #303
Maximizing Revenue under Market Shrinkage and Market Uncertainty
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #304
Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #305
Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #306
In Defense of the Unitary Scalarization for Deep Multi-Task Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #307
A Unified Analysis of Federated Learning with Arbitrary Client Participation
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #308
DNA: Proximal Policy Optimization with a Dual Network Architecture
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #309
Sampling in Constrained Domains with Orthogonal-Space Variational Gradient Descent
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #310
Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #311
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #312
Gradient Descent Is Optimal Under Lower Restricted Secant Inequality And Upper Error Bound
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #313
Posterior and Computational Uncertainty in Gaussian Processes
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #314
Luckiness in Multiscale Online Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #315
Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #316
Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #317
An Asymptotically Optimal Batched Algorithm for the Dueling Bandit Problem
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #318
Precise Regret Bounds for Log-loss via a Truncated Bayesian Algorithm
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #319
The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #320
Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #321
Training Scale-Invariant Neural Networks on the Sphere Can Happen in Three Regimes
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #322
A Data-Augmentation Is Worth A Thousand Samples: Analytical Moments And Sampling-Free Training
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #323
Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #324
Maximizing and Satisficing in Multi-armed Bandits with Graph Information
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #325
Thompson Sampling Efficiently Learns to Control Diffusion Processes
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #326
Counterfactual Fairness with Partially Known Causal Graph
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #327
Non-Convex Bilevel Games with Critical Point Selection Maps
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #328
Provably tuning the ElasticNet across instances
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #329
On Learning and Refutation in Noninteractive Local Differential Privacy
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #330
Learning in Observable POMDPs, without Computationally Intractable Oracles
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #331
On the Robustness of Graph Neural Diffusion to Topology Perturbations
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #332
Robust Learning against Relational Adversaries
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #333
Toward Understanding Privileged Features Distillation in Learning-to-Rank
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #334
Lifting Weak Supervision To Structured Prediction
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #335
Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #336
Symbolic Distillation for Learned TCP Congestion Control
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #337
On the Effectiveness of Persistent Homology
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #338
Fairness without Demographics through Knowledge Distillation
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #339
Pre-Trained Model Reusability Evaluation for Small-Data Transfer Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #340
HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #341
Where to Pay Attention in Sparse Training for Feature Selection?
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #342
An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #442
RényiCL: Contrastive Representation Learning with Skew Rényi Divergence
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #441
Look where you look! Saliency-guided Q-networks for generalization in visual Reinforcement Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #440
On Embeddings for Numerical Features in Tabular Deep Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #439
SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #438
(De-)Randomized Smoothing for Decision Stump Ensembles
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #437
Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #436
Wasserstein $K$-means for clustering probability distributions
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #435
Coordinate Linear Variance Reduction for Generalized Linear Programming
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #434
Proximal Point Imitation Learning
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #433
Pitfalls of Epistemic Uncertainty Quantification through Loss Minimisation
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #432
Why neural networks find simple solutions: The many regularizers of geometric complexity
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Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #431
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
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OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #430
Learning interacting dynamical systems with latent Gaussian process ODEs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #429
Capturing Graphs with Hypo-Elliptic Diffusions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #428
MOVE: Unsupervised Movable Object Segmentation and Detection
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #343
3DILG: Irregular Latent Grids for 3D Generative Modeling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #427
Unsupervised Multi-Object Segmentation by Predicting Probable Motion Patterns
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #426
Learning Concept Credible Models for Mitigating Shortcuts
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #425
Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #424
BayesPCN: A Continually Learnable Predictive Coding Associative Memory
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #423
DeVRF: Fast Deformable Voxel Radiance Fields for Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #422
ATD: Augmenting CP Tensor Decomposition by Self Supervision
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #421
Robust Models are less Over-Confident
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #420
HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #143
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #419
Neural Collapse with Normalized Features: A Geometric Analysis over the Riemannian Manifold
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #418
DISCO: Adversarial Defense with Local Implicit Functions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #417
Invariance-Aware Randomized Smoothing Certificates
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #416
Bayesian inference via sparse Hamiltonian flows
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #415
Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #414
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #413
Robustness to Unbounded Smoothness of Generalized SignSGD
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #412
Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #411
Associating Objects and Their Effects in Video through Coordination Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #410
Masked Autoencoding for Scalable and Generalizable Decision Making
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #409
In the Eye of the Beholder: Robust Prediction with Causal User Modeling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #408
Autoregressive Perturbations for Data Poisoning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #407
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #406
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #243
Graph Neural Network Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #405
Learning Two-Player Markov Games: Neural Function Approximation and Correlated Equilibrium
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #404
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #403
Grounding Aleatoric Uncertainty for Unsupervised Environment Design
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #402
BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #502
A Theoretical Framework for Inference Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #503
High-dimensional Additive Gaussian Processes under Monotonicity Constraints
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #504
On the generalization of learning algorithms that do not converge
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #505
Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #506
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #507
Reinforcement Learning with Non-Exponential Discounting
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #508
A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #509
A Lagrangian Duality Approach to Active Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #510
Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #511
Uncalibrated Models Can Improve Human-AI Collaboration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #512
Increasing Confidence in Adversarial Robustness Evaluations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #513
Procedural Image Programs for Representation Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #514
Structuring Representations Using Group Invariants
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #515
Most Activation Functions Can Win the Lottery Without Excessive Depth
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #516
Structural Kernel Search via Bayesian Optimization and Symbolical Optimal Transport
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #517
Faster Deep Reinforcement Learning with Slower Online Network
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #518
Online Reinforcement Learning for Mixed Policy Scopes
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #519
What are the best Systems? New Perspectives on NLP Benchmarking
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #520
ALMA: Hierarchical Learning for Composite Multi-Agent Tasks
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #521
Intra-agent speech permits zero-shot task acquisition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #522
Deep Multi-Modal Structural Equations For Causal Effect Estimation With Unstructured Proxies
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #523
Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #524
Data Distributional Properties Drive Emergent In-Context Learning in Transformers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #525
Drawing out of Distribution with Neuro-Symbolic Generative Models
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #526
FIRE: Semantic Field of Words Represented as Non-Linear Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #527
Do Current Multi-Task Optimization Methods in Deep Learning Even Help?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #528
Diffusion Models as Plug-and-Play Priors
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #529
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #530
Robust Bayesian Regression via Hard Thresholding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #531
Optimal-er Auctions through Attention
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #532
Multi-Fidelity Best-Arm Identification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #533
Adaptive Oracle-Efficient Online Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #534
Towards Consistency in Adversarial Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #535
Phase diagram of Stochastic Gradient Descent in high-dimensional two-layer neural networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #536
Beyond Adult and COMPAS: Fair Multi-Class Prediction via Information Projection
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #537
Multi-block Min-max Bilevel Optimization with Applications in Multi-task Deep AUC Maximization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #538
A Single-timescale Analysis for Stochastic Approximation with Multiple Coupled Sequences
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #539
A Simple and Provably Efficient Algorithm for Asynchronous Federated Contextual Linear Bandits
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #540
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #541
Discrete-Convex-Analysis-Based Framework for Warm-Starting Algorithms with Predictions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #542
projUNN: efficient method for training deep networks with unitary matrices
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #642
$\alpha$-ReQ : Assessing Representation Quality in Self-Supervised Learning by measuring eigenspectrum decay
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #641
Structural Knowledge Distillation for Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #640
Scalable Interpretability via Polynomials
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #639
An empirical analysis of compute-optimal large language model training
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #638
Object Scene Representation Transformer
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #637
Generative Neural Articulated Radiance Fields
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #636
Hand-Object Interaction Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #635
Paraphrasing Is All You Need for Novel Object Captioning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #634
A Theoretical Study on Solving Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #633
RecursiveMix: Mixed Learning with History
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #632
Uni-Perceiver-MoE: Learning Sparse Generalist Models with Conditional MoEs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #631
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #630
Multiview Human Body Reconstruction from Uncalibrated Cameras
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #629
Multivariate Time-Series Forecasting with Temporal Polynomial Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #628
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #627
Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #626
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #625
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #624
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #623
What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #622
Understanding Hyperdimensional Computing for Parallel Single-Pass Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #621
Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #620
Accelerating Sparse Convolution with Column Vector-Wise Sparsity
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #619
Exact Shape Correspondence via 2D graph convolution
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #618
Global Optimal K-Medoids Clustering of One Million Samples
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #617
Clipped Stochastic Methods for Variational Inequalities with Heavy-Tailed Noise
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #616
Sample-Efficient Reinforcement Learning of Partially Observable Markov Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #615
FasterRisk: Fast and Accurate Interpretable Risk Scores
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #614
LieGG: Studying Learned Lie Group Generators
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #613
Shield Decentralization for Safe Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #612
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #611
On the Generalizability and Predictability of Recommender Systems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #610
Adversarial Unlearning: Reducing Confidence Along Adversarial Directions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #609
Neurosymbolic Deep Generative Models for Sequence Data with Relational Constraints
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #608
Memory Efficient Continual Learning with Transformers
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #607
Inverse Design for Fluid-Structure Interactions using Graph Network Simulators
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #606
Cross-modal Learning for Image-Guided Point Cloud Shape Completion
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #605
Beyond Mahalanobis Distance for Textual OOD Detection
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #604
Panchromatic and Multispectral Image Fusion via Alternating Reverse Filtering Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #603
Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #602
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #701
Look More but Care Less in Video Recognition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #702
Weakly-Supervised Multi-Granularity Map Learning for Vision-and-Language Navigation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #703
APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #704
Rethinking the Reverse-engineering of Trojan Triggers
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #705
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #706
Exploring evolution-aware & -free protein language models as protein function predictors
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #707
M$^4$I: Multi-modal Models Membership Inference
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #708
Deep Model Reassembly
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #709
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #710
Stochastic Multiple Target Sampling Gradient Descent
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #711
Probable Domain Generalization via Quantile Risk Minimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #712
Fair and Optimal Decision Trees: A Dynamic Programming Approach
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #713
An Information-Theoretic Framework for Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #714
Learning Tractable Probabilistic Models from Inconsistent Local Estimates
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #715
Domain Adaptation meets Individual Fairness. And they get along.
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #716
Recurrent Convolutional Neural Networks Learn Succinct Learning Algorithms
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #717
Interventions, Where and How? Experimental Design for Causal Models at Scale
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #718
On A Mallows-type Model For (Ranked) Choices
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #719
Forward-Backward Latent State Inference for Hidden Continuous-Time semi-Markov Chains
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #720
Regret Bounds for Risk-Sensitive Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #722
Rate-Optimal Online Convex Optimization in Adaptive Linear Control
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #723
Zonotope Domains for Lagrangian Neural Network Verification
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #724
Generalizing Bayesian Optimization with Decision-theoretic Entropies
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #725
Regularized Gradient Descent Ascent for Two-Player Zero-Sum Markov Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #726
Wasserstein Logistic Regression with Mixed Features
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #727
The Role of Baselines in Policy Gradient Optimization
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #728
Active Learning Polynomial Threshold Functions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #729
Quantile Constrained Reinforcement Learning: A Reinforcement Learning Framework Constraining Outage Probability
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #730
Generalised Implicit Neural Representations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #731
Score-Based Generative Models Detect Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #732
Mixture-of-Experts with Expert Choice Routing
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #734
Coresets for Relational Data and The Applications
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #735
Factored Adaptation for Non-Stationary Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #737
Addressing Leakage in Concept Bottleneck Models
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #738
Compositional generalization through abstract representations in human and artificial neural networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #739
Efficient coding, channel capacity, and the emergence of retinal mosaics
[
Poster]
[
OpenReview]
[
Topia]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #740
Learning in Congestion Games with Bandit Feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #741
Optimal Weak to Strong Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #842
Log-Linear-Time Gaussian Processes Using Binary Tree Kernels
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #841
Sharp Analysis of Stochastic Optimization under Global Kurdyka-Lojasiewicz Inequality
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #840
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #839
Instance-optimal PAC Algorithms for Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #838
Learning the Structure of Large Networked Systems Obeying Conservation Laws
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #837
Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #836
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #835
The alignment property of SGD noise and how it helps select flat minima: A stability analysis
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #834
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #833
Polynomial-Time Optimal Equilibria with a Mediator in Extensive-Form Games
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #831
An $\alpha$-regret analysis of Adversarial Bilateral Trade
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #830
Algorithms and Hardness for Learning Linear Thresholds from Label Proportions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #829
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #828
Optimal Query Complexities for Dynamic Trace Estimation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #827
On Scalable Testing of Samplers
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #826
Private Isotonic Regression
[
Poster]
[
OpenReview]
[
Topia]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #825
Neural Network Architecture Beyond Width and Depth
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #824
Faster and Scalable Algorithms for Densest Subgraph and Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #823
Differentially Private Covariance Revisited
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #822
A Fourier Approach to Mixture Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #821
On Non-Linear operators for Geometric Deep Learning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #820
Linear Label Ranking with Bounded Noise
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #819
Estimation of Entropy in Constant Space with Improved Sample Complexity
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #818
Efficient Sampling on Riemannian Manifolds via Langevin MCMC
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #817
Near-Optimal Regret for Adversarial MDP with Delayed Bandit Feedback
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #816
Understanding Deep Neural Function Approximation in Reinforcement Learning via $\epsilon$-Greedy Exploration
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #815
Communication-efficient distributed eigenspace estimation with arbitrary node failures
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #814
Implicit Bias of Gradient Descent on Reparametrized Models: On Equivalence to Mirror Descent
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #813
Causal Discovery in Linear Latent Variable Models Subject to Measurement Error
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #812
Log-Concave and Multivariate Canonical Noise Distributions for Differential Privacy
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #811
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #810
Decision Trees with Short Explainable Rules
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #809
Task-level Differentially Private Meta Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #808
Zeroth-Order Hard-Thresholding: Gradient Error vs. Expansivity
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #807
Robust Imitation via Mirror Descent Inverse Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #806
Learning Partial Equivariances From Data
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #805
Exploitability Minimization in Games and Beyond
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #804
Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #803
Hardness in Markov Decision Processes: Theory and Practice
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #802
Finding Optimal Arms in Non-stochastic Combinatorial Bandits with Semi-bandit Feedback and Finite Budget
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #801
Decoupled Context Processing for Context Augmented Language Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #800
PerfectDou: Dominating DouDizhu with Perfect Information Distillation
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #900
Neural Transmitted Radiance Fields
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #901
Self-Supervised Pretraining for Large-Scale Point Clouds
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #902
GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #903
Streaming Radiance Fields for 3D Video Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #904
MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #905
Analyzing Data-Centric Properties for Graph Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #906
On the Limitations of Stochastic Pre-processing Defenses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #907
Hedging as Reward Augmentation in Probabilistic Graphical Models
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #908
Riemannian Score-Based Generative Modelling
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #909
On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #910
Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #911
Exploring through Random Curiosity with General Value Functions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #912
Masked Autoencoders that Listen
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #913
Sharing Knowledge for Meta-learning with Feature Descriptions
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #914
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #915
New Definitions and Evaluations for Saliency Methods: Staying Intrinsic, Complete and Sound
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #916
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #917
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #918
Conditional Diffusion Process for Inverse Halftoning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #919
Prompt Certified Machine Unlearning with Randomized Gradient Smoothing and Quantization
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #920
Training language models to follow instructions with human feedback
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #921
Learning to Accelerate Partial Differential Equations via Latent Global Evolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #922
Robust $\phi$-Divergence MDPs
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #923
Offline Goal-Conditioned Reinforcement Learning via $f$-Advantage Regression
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #924
Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #925
Visual Clues: Bridging Vision and Language Foundations for Image Paragraph Captioning
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #926
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #927
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #928
Mismatched No More: Joint Model-Policy Optimization for Model-Based RL
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #929
Continual Learning with Evolving Class Ontologies
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #930
The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #931
Conformalized Fairness via Quantile Regression
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #932
Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #933
An Analysis of Ensemble Sampling
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #934
Resolving the data ambiguity for periodic crystals
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #935
Split-kl and PAC-Bayes-split-kl Inequalities for Ternary Random Variables
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #936
On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #937
On the convergence of policy gradient methods to Nash equilibria in general stochastic games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #938
Certifying Some Distributional Fairness with Subpopulation Decomposition
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #939
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #940
Precise Learning Curves and Higher-Order Scalings for Dot-product Kernel Regression
[
Slides]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #941
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #942
Sketching based Representations for Robust Image Classification with Provable Guarantees
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1042
Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1041
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1040
Foundation Posteriors for Approximate Probabilistic Inference
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1039
Unsupervised Image-to-Image Translation with Density Changing Regularization
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1038
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1037
Overparameterization from Computational Constraints
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1036
Learn to Match with No Regret: Reinforcement Learning in Markov Matching Markets
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1035
Unknown-Aware Domain Adversarial Learning for Open-Set Domain Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1034
Giga-scale Kernel Matrix-Vector Multiplication on GPU
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1033
USB: A Unified Semi-supervised Learning Benchmark for Classification
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1032
DC-BENCH: Dataset Condensation Benchmark
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1031
FLamby: Datasets and Benchmarks for Cross-Silo Federated Learning in Realistic Healthcare Settings
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1030
NAS-Bench-Suite-Zero: Accelerating Research on Zero Cost Proxies
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1029
PROSPECT: Labeled Tandem Mass Spectrometry Dataset for Machine Learning in Proteomics
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1028
FLAIR: Federated Learning Annotated Image Repository
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1027
The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1026
ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1025
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1024
Touch and Go: Learning from Human-Collected Vision and Touch
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1023
A Survey and Datasheet Repository of Publicly Available US Criminal Justice Datasets
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1022
MATE: Benchmarking Multi-Agent Reinforcement Learning in Distributed Target Coverage Control
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1021
How Would The Viewer Feel? Estimating Wellbeing From Video Scenarios
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1020
MoCapAct: A Multi-Task Dataset for Simulated Humanoid Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1019
OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1018
DDXPlus: A New Dataset For Automatic Medical Diagnosis
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1017
ViSioNS: Visual Search in Natural Scenes Benchmark
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1016
NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1015
Finding Naturally Occurring Physical Backdoors in Image Datasets
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1014
AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1013
OpenXAI: Towards a Transparent Evaluation of Model Explanations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1012
LAION-5B: An open large-scale dataset for training next generation image-text models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1011
OccGen: Selection of Real-world Multilingual Parallel Data Balanced in Gender within Occupations
[
Poster]
[
OpenReview]
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1010
Fairness-Aware PAC Learning from Corrupted Data
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1009
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1008
Multi-Agent Multi-Armed Bandits with Limited Communication
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1006
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1005
[Re] Nondeterminism and Instability in Neural Network Optimization
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1004
[Re] Replication Study of "Fairness and Bias in Online Selection"
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1003
[Re] Reproduction and Extension of "Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation"
Poster
Wed Nov 30 02:00 PM -- 04:00 PM (PST) @ Hall J #1002
[Re] Learning to count everything
