Optimization

A Recursive Algorithm for Projected Model Counting AAAI 2019 A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning NeurIPS 2019 Are sample means in multi-armed bandits positively or negatively biased? NeurIPS 2019 A Restart-based Rank-1 Evolution Strategy for Reinforcement Learning IJCAI 2019 Are we there yet? Manifold identification of gradient-related proximal methods AISTATS 2019 Argumentative Evidences Classification and Argument Scheme Detection Using Tree Kernels ACL 2019 A Richer-but-Smarter Shortest Dependency Path with Attentive Augmentation for Relation Extraction NAACL 2019 A Robust and Efficient Algorithm for the PnL Problem Using Algebraic Distance to Approximate the Reprojection Distance AAAI 2019 ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables ICML 2019 Articulatory Copy Synthesis Based on a Genetic Algorithm Interspeech 2019 Artificial Bandwidth Extension Using H∞ Optimization Interspeech 2019 Artificial Constraints and Hints for Unbounded Online Learning COLT 2019 Artificial Counselor System for Stock Investment AAAI 2019 A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption ALT 2019 A Stochastic Composite Gradient Method with Incremental Variance Reduction NeurIPS 2019 A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL 2019 A Study of x-Vector Based Speaker Recognition on Short Utterances Interspeech 2019 ASU at TextGraphs 2019 Shared Task: Explanation ReGeneration using Language Models and Iterative Re-Ranking EMNLP 2019 A Sufficient Condition for Convergences of Adam and RMSProp CVPR 2019 AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems IJCAI 2019 Asymmetric Valleys: Beyond Sharp and Flat Local Minima NeurIPS 2019 Asymptotics for Sketching in Least Squares Regression NeurIPS 2019 Asynchronous Delay-Aware Accelerated Proximal Coordinate Descent for Nonconvex Nonsmooth Problems AAAI 2019 Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems AAAI 2019 Asynchronous Single-Photon 3D Imaging ICCV 2019