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 Fri Dec 06, 2013

Time Harrah's Special Events Center, 2nd Floor
07:00 PM (Posters)
Provable Subspace Clustering: When LRR meets SSC Harrah's Special Events Center, 2nd Floor #None
On Decomposing the Proximal Map Harrah's Special Events Center, 2nd Floor #None
Transportability from Multiple Environments with Limited Experiments Harrah's Special Events Center, 2nd Floor #None
Causal Inference on Time Series using Restricted Structural Equation Models Harrah's Special Events Center, 2nd Floor #None
Variance Reduction for Stochastic Gradient Optimization Harrah's Special Events Center, 2nd Floor #None
Correlations strike back (again): the case of associative memory retrieval Harrah's Special Events Center, 2nd Floor #None
Dropout Training as Adaptive Regularization Harrah's Special Events Center, 2nd Floor #None
Learning Stochastic Feedforward Neural Networks Harrah's Special Events Center, 2nd Floor #None
Multi-Prediction Deep Boltzmann Machines Harrah's Special Events Center, 2nd Floor #None
Large Scale Distributed Sparse Precision Estimation Harrah's Special Events Center, 2nd Floor #None
Structured Learning via Logistic Regression Harrah's Special Events Center, 2nd Floor #None
Unsupervised Spectral Learning of Finite State Transducers Harrah's Special Events Center, 2nd Floor #None
Learning Multi-level Sparse Representations Harrah's Special Events Center, 2nd Floor #None
Regret based Robust Solutions for Uncertain Markov Decision Processes Harrah's Special Events Center, 2nd Floor #None
Generalized Denoising Auto-Encoders as Generative Models Harrah's Special Events Center, 2nd Floor #None
Reasoning With Neural Tensor Networks for Knowledge Base Completion Harrah's Special Events Center, 2nd Floor #None
Zero-Shot Learning Through Cross-Modal Transfer Harrah's Special Events Center, 2nd Floor #None
Efficient Online Inference for Bayesian Nonparametric Relational Models Harrah's Special Events Center, 2nd Floor #None
Wavelets on Graphs via Deep Learning Harrah's Special Events Center, 2nd Floor #None
A memory frontier for complex synapses Harrah's Special Events Center, 2nd Floor #None
Learning with Noisy Labels Harrah's Special Events Center, 2nd Floor #None
Graphical Models for Inference with Missing Data Harrah's Special Events Center, 2nd Floor #None
Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs Harrah's Special Events Center, 2nd Floor #None
A Deep Architecture for Matching Short Texts Harrah's Special Events Center, 2nd Floor #None
Nonparametric Multi-group Membership Model for Dynamic Networks Harrah's Special Events Center, 2nd Floor #None
Optimistic Concurrency Control for Distributed Unsupervised Learning Harrah's Special Events Center, 2nd Floor #None
Robust Image Denoising with Multi-Column Deep Neural Networks Harrah's Special Events Center, 2nd Floor #None
Firing rate predictions in optimal balanced networks Harrah's Special Events Center, 2nd Floor #None
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty Harrah's Special Events Center, 2nd Floor #None
Near-Optimal Entrywise Sampling for Data Matrices Harrah's Special Events Center, 2nd Floor #None
Bayesian Hierarchical Community Discovery Harrah's Special Events Center, 2nd Floor #None
Noise-Enhanced Associative Memories Harrah's Special Events Center, 2nd Floor #None
Exact and Stable Recovery of Pairwise Interaction Tensors Harrah's Special Events Center, 2nd Floor #None
Perfect Associative Learning with Spike-Timing-Dependent Plasticity Harrah's Special Events Center, 2nd Floor #None
Matrix Completion From any Given Set of Observations Harrah's Special Events Center, 2nd Floor #None
Stochastic Optimization of PCA with Capped MSG Harrah's Special Events Center, 2nd Floor #None
Top-Down Regularization of Deep Belief Networks Harrah's Special Events Center, 2nd Floor #None
Machine Teaching for Bayesian Learners in the Exponential Family Harrah's Special Events Center, 2nd Floor #None
Demixing odors - fast inference in olfaction Harrah's Special Events Center, 2nd Floor #None
Discriminative Transfer Learning with Tree-based Priors Harrah's Special Events Center, 2nd Floor #None
Predicting Parameters in Deep Learning Harrah's Special Events Center, 2nd Floor #None
RNADE: The real-valued neural autoregressive density-estimator Harrah's Special Events Center, 2nd Floor #None
Reconciling "priors'' & "priors" without prejudice? Harrah's Special Events Center, 2nd Floor #None
Compete to Compute Harrah's Special Events Center, 2nd Floor #None
Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests Harrah's Special Events Center, 2nd Floor #None
Integrated Non-Factorized Variational Inference Harrah's Special Events Center, 2nd Floor #None
Restricting exchangeable nonparametric distributions Harrah's Special Events Center, 2nd Floor #None
Analyzing Hogwild Parallel Gaussian Gibbs Sampling Harrah's Special Events Center, 2nd Floor #None
Annealing between distributions by averaging moments Harrah's Special Events Center, 2nd Floor #None
Translating Embeddings for Modeling Multi-relational Data Harrah's Special Events Center, 2nd Floor #None
Phase Retrieval using Alternating Minimization Harrah's Special Events Center, 2nd Floor #None
Real-Time Inference for a Gamma Process Model of Neural Spiking Harrah's Special Events Center, 2nd Floor #None
Understanding Dropout Harrah's Special Events Center, 2nd Floor #None
On the Complexity and Approximation of Binary Evidence in Lifted Inference Harrah's Special Events Center, 2nd Floor #None
On the Expressive Power of Restricted Boltzmann Machines Harrah's Special Events Center, 2nd Floor #None
Memory Limited, Streaming PCA Harrah's Special Events Center, 2nd Floor #None
A New Convex Relaxation for Tensor Completion Harrah's Special Events Center, 2nd Floor #None
Variational Planning for Graph-based MDPs Harrah's Special Events Center, 2nd Floor #None
Convex Two-Layer Modeling Harrah's Special Events Center, 2nd Floor #None
Adaptive dropout for training deep neural networks Harrah's Special Events Center, 2nd Floor #None
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex Harrah's Special Events Center, 2nd Floor #None
Distributed Representations of Words and Phrases and their Compositionality Harrah's Special Events Center, 2nd Floor #None
Recurrent linear models of simultaneously-recorded neural populations Harrah's Special Events Center, 2nd Floor #None
Scalable Influence Estimation in Continuous-Time Diffusion Networks Harrah's Special Events Center, 2nd Floor #None
Multisensory Encoding, Decoding, and Identification Harrah's Special Events Center, 2nd Floor #None
Adaptive Anonymity via $b$-Matching Harrah's Special Events Center, 2nd Floor #None
Matrix factorization with binary components Harrah's Special Events Center, 2nd Floor #None
Learning to Pass Expectation Propagation Messages Harrah's Special Events Center, 2nd Floor #None