Mathematics & Optimization

A Data Efficient and Feasible Level Set Method for Stochastic Convex Optimization with Expectation Constraints JMLR 2020 ADDMC: Weighted Model Counting with Algebraic Decision Diagrams AAAI 2020 A Deep Neural Network Model of Particle Thermal Radiation in Packed Bed AAAI 2020 A determinantal point process for column subset selection JMLR 2020 A Distributional Analysis of Sampling-Based Reinforcement Learning Algorithms AISTATS 2020 A Duality Approach for Regret Minimization in Average-Award Ergodic Markov Decision Processes L4DC 2020 Adversarial Attacks on Deep Graph Matching NeurIPS 2020 Adversarial Attacks on Linear Contextual Bandits NeurIPS 2020 Adversarial Bandits with Corruptions: Regret Lower Bound and No-regret Algorithm NeurIPS 2020 Adversarial Blocking Bandits NeurIPS 2020 Adversarial Learning for 3D Matching UAI 2020 Adversarial Risk via Optimal Transport and Optimal Couplings ICML 2020 Aerial Manipulation Using Hybrid Force and Position NMPC Applied to Aerial Writing RSS 2020 A Fair Classifier Using Kernel Density Estimation NeurIPS 2020 A Farewell to Arms: Sequential Reward Maximization on a Budget with a Giving Up Option AISTATS 2020 A Fast Anderson-Chebyshev Acceleration for Nonlinear Optimization AISTATS 2020 A Fast Spectral Algorithm for Mean Estimation with Sub-Gaussian Rates COLT 2020 A Feasible Level Proximal Point Method for Nonconvex Sparse Constrained Optimization NeurIPS 2020 A Finite-Sample Deviation Bound for Stable Autoregressive Processes L4DC 2020 A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines L4DC 2020 A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding NeurIPS 2020 A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning ICML 2020 A Flexible Latent Space Model for Multilayer Networks ICML 2020 A Framework for Measuring Information Asymmetry AAAI 2020 A Framework for Reasoning about Dynamic Axioms in Description Logics IJCAI 2020