Artificial Intelligence

Combinatorial Pure Exploration of Multi-Armed Bandits NeurIPS 2014 Combining the benefits of function approximation and trajectory optimization RSS 2014 Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NeurIPS 2014 Computing Nash Equilibria in Generalized Interdependent Security Games NeurIPS 2014 Concavity of reweighted Kikuchi approximation NeurIPS 2014 Conditional Random Field Autoencoders for Unsupervised Structured Prediction NeurIPS 2014 Conditional Swap Regret and Conditional Correlated Equilibrium NeurIPS 2014 Congruency-Based Reranking CVPR 2014 Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NeurIPS 2014 Consistency of weighted majority votes NeurIPS 2014 Context Aware Group Nearest Shrunken Centroids in Large-Scale Genomic Studies AISTATS 2014 Contextual Bandits with Similarity Information JMLR 2014 Controlling privacy in recommender systems NeurIPS 2014 Convolutional Neural Network Architectures for Matching Natural Language Sentences NeurIPS 2014 Correct High-level Robot Behavior in Environments with Unexpected Events RSS 2014 Covariance shrinkage for autocorrelated data NeurIPS 2014 Covering Number for Efficient Heuristic-based POMDP Planning ICML 2014 Decision-Making Authority, Team Efficiency and Human Worker Satisfaction in Mixed Human-Robot Teams RSS 2014 Decorrelating Semantic Visual Attributes by Resisting the Urge to Share CVPR 2014 Decoupled Variational Gaussian Inference NeurIPS 2014 DeepFace: Closing the Gap to Human-Level Performance in Face Verification CVPR 2014 Deep Fragment Embeddings for Bidirectional Image Sentence Mapping NeurIPS 2014 Deep Joint Task Learning for Generic Object Extraction NeurIPS 2014 Deep Learning Face Representation by Joint Identification-Verification NeurIPS 2014 Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning NeurIPS 2014