Optimization

Bidirectional Beam Search: Forward-Backward Inference in Neural Sequence Models for Fill-In-The-Blank Image Captioning CVPR 2017 Binary Constraint Preserving Graph Matching CVPR 2017 Blockedness in Propositional Logic: Are You Satisfied With Your Neighborhood? IJCAI 2017 Blue Skies: A Methodology for Data-Driven Clear Sky Modelling IJCAI 2017 Boosted Fitted Q-Iteration ICML 2017 Breaking Locality Accelerates Block Gauss-Seidel ICML 2017 Breaking the Curse of Dimensionality with Convex Neural Networks JMLR 2017 Breaking the Nonsmooth Barrier: A Scalable Parallel Method for Composite Optimization NeurIPS 2017 Bregman Divergence for Stochastic Variance Reduction: Saddle-Point and Adversarial Prediction NeurIPS 2017 Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NeurIPS 2017 CCEHC: An Efficient Local Search Algorithm for Weighted Partial Maximum Satisfiability (Extended Abstract) IJCAI 2017 Certifiably Optimal Low Rank Factor Analysis JMLR 2017 Classical Generalized Probabilistic Satisfiability IJCAI 2017 Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery ICML 2017 Co-clustering through Optimal Transport ICML 2017 Collaborative Summarization of Topic-Related Videos CVPR 2017 Combinatorial Topic Models using Small-Variance Asymptotics AISTATS 2017 Combined Group and Exclusive Sparsity for Deep Neural Networks ICML 2017 Combined Multi-Channel NMF-Based Robust Beamforming for Noisy Speech Recognition Interspeech 2017 Combining Generative and Discriminative Approaches to Unsupervised Dependency Parsing via Dual Decomposition EMNLP 2017 Combining Model-Based and Model-Free Updates for Trajectory-Centric Reinforcement Learning ICML 2017 Compressed Sensing using Generative Models ICML 2017 Compression-aware Training of Deep Networks NeurIPS 2017 Computationally Efficient Robust Sparse Estimation in High Dimensions COLT 2017 Computing an Approximately Optimal Agreeable Set of Items IJCAI 2017