Panel
Featured Papers Panels 4A
Moderators: Claudio Gentile ⋅ Xu Tan ⋅ Han Zhao ⋅ Zelin Zhao
Each panel session is split into four 30-minute blocks composed of a set of lightning talks and a deep dive session related to similar topics. The deep dive will begin immediately after lightning talks and the related Q&A (it might be before the 15 min are over). We will not take any questions via microphone but ask you to use slido (see embedding below or go to https://slido.com and use keyword #neurips22). If you are a presenter or moderator, you should see a zoom link that you can use to join the session for Q&A.
Finally some important don'ts: DO NOT share any zoom or slido information publicly. DO NOT join zoom if you are not presenting or moderating.
Lightning Talks 4A-1
Jiawei Huang ⋅ Su Jia ⋅ Abdurakhmon Sadiev ⋅ Ruomin Huang ⋅ Yuanyu Wan ⋅ Denizalp Goktas ⋅ Jiechao Guan ⋅ Andrew Li ⋅ Wei-Wei Tu ⋅ Li Zhao ⋅ Amy Greenwald ⋅ Jiawei Huang ⋅ Dmitry Kovalev ⋅ Yong Liu ⋅ Wenjie Liu ⋅ Peter Richtarik ⋅ Lijun Zhang ⋅ Zhiwu Lu ⋅ R Ravi ⋅ Tao Qin ⋅ Wei Chen ⋅ Hu Ding ⋅ Nan Jiang ⋅ Tie-Yan Liu
- [ 65026 ] Online Frank-Wolfe with Arbitrary Delays
- [ 65028 ] Fine-Grained Analysis of Stability and Generalization for Modern Meta Learning Algorithms
- [ 65030 ] Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with an Inexact Prox
- [ 65031 ] Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret
- [ 65034 ] Dynamic Pricing with Monotonicity Constraint under Unknown Parametric Demand Model
- [ 65035 ] Coresets for Wasserstein Distributionally Robust Optimization Problems
- [ 65036 ] Exploitability Minimization in Games and Beyond
Q&A on RocketChat immediately following Lightning Talks
Panel 4A-1: Rethinking Lipschitz Neural… & Robust Learning against…
Yizhen Wang ⋅ Bohang Zhang
Lightning Talks 4A-2
Barakeel Fanseu Kamhoua ⋅ Hualin Zhang ⋅ Taiki Miyagawa ⋅ Tomoya Murata ⋅ Xin Lyu ⋅ Yan Dai ⋅ Elena Grigorescu ⋅ Zhipeng Tu ⋅ Lijun Zhang ⋅ Taiji Suzuki ⋅ Wei Jiang ⋅ Haipeng Luo ⋅ Lin Zhang ⋅ Xi Wang ⋅ Young-San Lin ⋅ Huan Xiong ⋅ Liyu Chen ⋅ Bin Gu ⋅ Jinfeng Yi ⋅ Yongqiang Chen ⋅ Sandeep Silwal ⋅ Yiguang Hong ⋅ Maoyuan Song ⋅ Lei Wang ⋅ Tianbao Yang ⋅ Han Yang ⋅ MA Kaili ⋅ Samson Zhou ⋅ Deming Yuan ⋅ Bo Han ⋅ Guodong Shi ⋅ Bo Li ⋅ James Cheng
- [ 65038 ] Follow-the-Perturbed-Leader for Adversarial Markov Decision Processes with Bandit Feedback
- [ 65039 ] Exact Shape Correspondence via 2D graph convolution
- [ 65040 ] Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor
- [ 65041 ] Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
- [ 65042 ] Learning-Augmented Algorithms for Online Linear and Semidefinite Programming
- [ 65043 ] Distributed Online Convex Optimization with Compressed Communication
- [ 65044 ] Composition Theorems for Interactive Differential Privacy
- [ 65045 ] Toward Equation of Motion for Deep Neural Networks: Continuous-time Gradient Descent and Discretization Error Analysis
- [ 65046 ] Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients
Q&A on RocketChat immediately following Lightning Talks
Panel 4A-2: Adaptively Exploiting d-Separators… & On the Complexity…
Blair Bilodeau ⋅ Ayush Sekhari
Lightning Talks 4A-3
Zhihan Gao ⋅ Yabin Wang ⋅ Xingyu Qu ⋅ Luziwei Leng ⋅ Mingqing Xiao ⋅ Bohan Wang ⋅ Yu Shen ⋅ Zhiwu Huang ⋅ Xingjian Shi ⋅ Qi Meng ⋅ Yupeng Lu ⋅ Diyang Li ⋅ Qingyan Meng ⋅ Kaiwei Che ⋅ Yang Li ⋅ Hao Wang ⋅ Huishuai Zhang ⋅ Zongpeng Zhang ⋅ Kaixuan Zhang ⋅ Xiaopeng Hong ⋅ Xiaohan Zhao ⋅ Di He ⋅ Jianguo Zhang ⋅ Yaofeng Tu ⋅ Bin Gu ⋅ Yi Zhu ⋅ Ruoyu Sun ⋅ Yuyang (Bernie) Wang ⋅ Zhouchen Lin ⋅ Qinghu Meng ⋅ Wei Chen ⋅ Wentao Zhang ⋅ Bin CUI ⋅ Jie Cheng ⋅ Zhi-Ming Ma ⋅ Mu Li ⋅ Qinghai Guo ⋅ Dit-Yan Yeung ⋅ Tie-Yan Liu ⋅ Jianxing Liao
- [ 65070 ] GAGA: Deciphering Age-path of Generalized Self-paced Regularizer
- [ 65071 ] S-Prompts Learning with Pre-trained Transformers: An Occam’s Razor for Domain Incremental Learning
- [ 65072 ] Differentiable hierarchical and surrogate gradient search for spiking neural networks
- [ 65075 ] Online Training Through Time for Spiking Neural Networks
- [ 65076 ] DivBO: Diversity-aware CASH for Ensemble Learning
- [ 65079 ] Earthformer: Exploring Space-Time Transformers for Earth System Forecasting
- [ 65080 ] Does Momentum Change the Implicit Regularization on Separable Data?
Q&A on RocketChat immediately following Lightning Talks
Panel 4A-3: QUARK: Controllable Text… & Diffusion-LM Improves Controllable…
Xiang Li ⋅ Ximing Lu
Lightning Talks 4A-4
Yunhao Tang ⋅ LING LIANG ⋅ Thomas Chau ⋅ Daeha Kim ⋅ Junbiao Cui ⋅ Rui Lu ⋅ Lei Song ⋅ Byung Cheol Song ⋅ Andrew Zhao ⋅ Remi Munos ⋅ Łukasz Dudziak ⋅ Jiye Liang ⋅ Ke Xue ⋅ Kaidi Xu ⋅ Mark Rowland ⋅ Hongkai Wen ⋅ Xing Hu ⋅ Xiaobin Huang ⋅ Simon Du ⋅ Nicholas Lane ⋅ Chao Qian ⋅ Lei Deng ⋅ Bernardo Avila Pires ⋅ Gao Huang ⋅ Will Dabney ⋅ Mohamed Abdelfattah ⋅ Yuan Xie ⋅ Marc Bellemare
- [ 65081 ] Provable General Function Class Representation Learning in Multitask Bandits and MDP
- [ 65082 ] Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization
- [ 65083 ] Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition
- [ 65088 ] Toward Robust Spiking Neural Network Against Adversarial Perturbation
- [ 65089 ] The Nature of Temporal Difference Errors in Multi-step Distributional Reinforcement Learning
- [ 65090 ] Fuzzy Learning Machine
- [ 65091 ] BLOX: Macro Neural Architecture Search Benchmark and Algorithms
Q&A on RocketChat immediately following Lightning Talks
Panel 4A-4: Giving Feedback on… & Computationally Efficient Horizon-Free…
Dongruo Zhou ⋅ Evan Liu