Optimization

Necessary and Sufficient Geometries for Gradient Methods NeurIPS 2019 Negative Momentum for Improved Game Dynamics AISTATS 2019 NetScatter: Enabling Large-Scale Backscatter Networks NSDI 2019 Neural-Guided RANSAC: Learning Where to Sample Model Hypotheses ICCV 2019 Neural Inter-Frame Compression for Video Coding ICCV 2019 Neural Joint Source-Channel Coding ICML 2019 Neurally-Guided Structure Inference ICML 2019 Neural Networks with Cheap Differential Operators NeurIPS 2019 Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization CVPR 2019 Neural Temporal-Difference Learning Converges to Global Optima NeurIPS 2019 Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy NeurIPS 2019 Neural Whispered Speech Detection with Imbalanced Learning Interspeech 2019 New Convex Relaxations for MRF Inference With Unknown Graphs ICCV 2019 NIT_Agartala_NLP_Team at SemEval-2019 Task 6: An Ensemble Approach to Identifying and Categorizing Offensive Language in Twitter Social Media Corpora SemEval 2019 NLP at SemEval-2019 Task 6: Detecting Offensive language using Neural Networks SemEval 2019 Noise-Aware Unsupervised Deep Lidar-Stereo Fusion CVPR 2019 Noisy Blackbox Optimization using Multi-fidelity Queries: A Tree Search Approach AISTATS 2019 Noisy Dual Principal Component Pursuit ICML 2019 Non-asymptotic Analysis of Biased Stochastic Approximation Scheme COLT 2019 Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization ICML 2019 Non-asymptotic Analysis of Stochastic Methods for Non-Smooth Non-Convex Regularized Problems NeurIPS 2019 Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs NeurIPS 2019 Nonconvex Low-Rank Tensor Completion from Noisy Data NeurIPS 2019 Non-Convex Matrix Completion and Related Problems via Strong Duality JMLR 2019 Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019