Mathematics & Optimization

Fully Dynamic Algorithm for Constrained Submodular Optimization NeurIPS 2020 GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning JMLR 2020 Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020 Gamification of Pure Exploration for Linear Bandits ICML 2020 Gaussian Sketching yields a J-L Lemma in RKHS AISTATS 2020 Gaussian-Smoothed Optimal Transport: Metric Structure and Statistical Efficiency AISTATS 2020 GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs NeurIPS 2020 gDLS*: Generalized Pose-and-Scale Estimation Given Scale and Gravity Priors CVPR 2020 General Identification of Dynamic Treatment Regimes Under Interference AISTATS 2020 Generalised Bayesian Filtering via Sequential Monte Carlo NeurIPS 2020 Generalized and Sub-Optimal Bipartite Constraints for Conflict-Based Search AAAI 2020 Generalized Leverage Score Sampling for Neural Networks NeurIPS 2020 Generalized Minimal Distortion Principle for Blind Source Separation Interspeech 2020 Generalized Nonbacktracking Bounds on the Influence JMLR 2020 Generalized Planning with Positive and Negative Examples AAAI 2020 Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits UAI 2020 Generating Behavior-Diverse Game AIs with Evolutionary Multi-Objective Deep Reinforcement Learning IJCAI 2020 Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate ICML 2020 Generative Adversarial Nets for Robust Scatter Estimation: A Proper Scoring Rule Perspective JMLR 2020 Geodesically-convex optimization for averaging partially observed covariance matrices ACML 2020 Geometric All-way Boolean Tensor Decomposition NeurIPS 2020 Geometric Exploration for Online Control NeurIPS 2020 Geometry Sharing Network for 3D Point Cloud Classification and Segmentation AAAI 2020 Geomstats: A Python Package for Riemannian Geometry in Machine Learning JMLR 2020 GLAD: Learning Sparse Graph Recovery ICLR 2020