Optimization

Variational Bayesian Optimal Experimental Design NeurIPS 2019 Variational Optimization Based Reinforcement Learning for Infinite Dimensional Stochastic Systems CoRL 2019 Vecalign: Improved Sentence Alignment in Linear Time and Space EMNLP 2019 Vectorized Beam Search for CTC-Attention-Based Speech Recognition Interspeech 2019 Verification of Non-Linear Specifications for Neural Networks ICLR 2019 Verifying Robustness of Gradient Boosted Models AAAI 2019 VEST: A System for Vulnerability Exploit Scoring & Timing IJCAI 2019 Visual Tracking via Adaptive Spatially-Regularized Correlation Filters CVPR 2019 Vortices Instead of Equilibria in MinMax Optimization: Chaos and Butterfly Effects of Online Learning in Zero-Sum Games COLT 2019 Weight Agnostic Neural Networks NeurIPS 2019 Weighted Maxmin Fair Share Allocation of Indivisible Chores IJCAI 2019 Weighted Oblique Decision Trees AAAI 2019 What Is Wrong With Scene Text Recognition Model Comparisons? Dataset and Model Analysis ICCV 2019 Which Algorithmic Choices Matter at Which Batch Sizes? Insights From a Noisy Quadratic Model NeurIPS 2019 Which Factorization Machine Modeling Is Better: A Theoretical Answer with Optimal Guarantee AAAI 2019 Whisper to Neutral Mapping Using Cosine Similarity Maximization in i-Vector Space for Speaker Verification Interspeech 2019 Who is Afraid of Big Bad Minima? Analysis of gradient-flow in spiked matrix-tensor models NeurIPS 2019 Why ReLU Networks Yield High-Confidence Predictions Far Away From the Training Data and How to Mitigate the Problem CVPR 2019 Width Provably Matters in Optimization for Deep Linear Neural Networks ICML 2019 XNAS: Neural Architecture Search with Expert Advice NeurIPS 2019 You Look Twice: GaterNet for Dynamic Filter Selection in CNNs CVPR 2019 You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle NeurIPS 2019 Zeno: Distributed Stochastic Gradient Descent with Suspicion-based Fault-tolerance ICML 2019 Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization IJCAI 2019 ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization NeurIPS 2019