Mathematics & Optimization

Robust Learning-Based Control via Bootstrapped Multiplicative Noise L4DC 2020 Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020 Robust Market Equilibria with Uncertain Preferences AAAI 2020 Robust Multi-Object Matching via Iterative Reweighting of the Graph Connection Laplacian NeurIPS 2020 Robust Multiple-Path Orienteering Problem: Securing Against Adversarial Attacks RSS 2020 Robustness Computation of Dynamic Controllability in Probabilistic Temporal Networks with Ordinary Distributions IJCAI 2020 Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation NeurIPS 2020 Robust Outlier Arm Identification ICML 2020 Robust Persistence Diagrams using Reproducing Kernels NeurIPS 2020 Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization IJCAI 2020 Robust Pricing in Dynamic Mechanism Design ICML 2020 Robust Sequence Submodular Maximization NeurIPS 2020 Robust Stackelberg buyers in repeated auctions AISTATS 2020 Robust Stochastic Bandit Algorithms under Probabilistic Unbounded Adversarial Attack AAAI 2020 Robust Sub-Gaussian Principal Component Analysis and Width-Independent Schatten Packing NeurIPS 2020 Robust Template-Based Non-Rigid Motion Tracking Using Local Coordinate Regularization WACV 2020 Robust Tensor Decomposition via Orientation Invariant Tubal Nuclear Norms AAAI 2020 Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data AISTATS 2020 Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020 Runtime Analysis of Somatic Contiguous Hypermutation Operators in MOEA/D Framework AAAI 2020 SAdam: A Variant of Adam for Strongly Convex Functions ICLR 2020 Safe Linear Stochastic Bandits AAAI 2020 Safe non-smooth black-box optimization with application to policy search L4DC 2020 Safe Optimal Control Using Stochastic Barrier Functions and Deep Forward-Backward SDEs CoRL 2020 Safe screening rules for L0-regression from Perspective Relaxations ICML 2020