Optimization

Optimizing in the Dark: Learning an Optimal Solution through a Simple Request Interface AAAI 2019 Optimizing over a Restricted Policy Class in MDPs AISTATS 2019 Order Optimal One-Shot Distributed Learning NeurIPS 2019 Orthogonal Estimation of Wasserstein Distances AISTATS 2019 Ouroboros: On Accelerating Training of Transformer-Based Language Models NeurIPS 2019 Outlier-Robust High-Dimensional Sparse Estimation via Iterative Filtering NeurIPS 2019 Outlier-Robust Multi-Aspect Streaming Tensor Completion and Factorization IJCAI 2019 Overparameterized Nonlinear Learning: Gradient Descent Takes the Shortest Path? ICML 2019 Oversampling for Imbalanced Data via Optimal Transport AAAI 2019 Overview of the 6th Workshop on Asian Translation EMNLP 2019 P3O: Policy-on Policy-off Policy Optimization UAI 2019 PA-GD: On the Convergence of Perturbed Alternating Gradient Descent to Second-Order Stationary Points for Structured Nonconvex Optimization ICML 2019 Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates NeurIPS 2019 Parallel Asynchronous Stochastic Coordinate Descent with Auxiliary Variables AISTATS 2019 Parallel Optimal Transport GAN CVPR 2019 Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019 Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators IJCAI 2019 Parameter efficient training of deep convolutional neural networks by dynamic sparse reparameterization ICML 2019 Parameterized Heuristics for Incomplete Weighted CSPs AAAI 2019 Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019 Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019 Pareto Monte Carlo Tree Search for Multi-Objective Informative Planning RSS 2019 Partial Order Pruning: For Best Speed/Accuracy Trade-Off in Neural Architecture Search CVPR 2019 Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams ICCV 2019 Path-Invariant Map Networks CVPR 2019