Mathematics & Optimization

Probabilistic Sequential Shrinking: A Best Arm Identification Algorithm for Stochastic Bandits with Corruptions ICML 2021 Problem Dependent View on Structured Thresholding Bandit Problems ICML 2021 Profiling Pareto Front With Multi-Objective Stein Variational Gradient Descent NeurIPS 2021 Projected Stochastic Gradient Langevin Algorithms for Constrained Sampling and Non-Convex Learning COLT 2021 Projection-Free Bandit Optimization with Privacy Guarantees AAAI 2021 Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021 Projection-free Online Learning in Dynamic Environments AAAI 2021 Projection-free Online Learning over Strongly Convex Sets AAAI 2021 Projection-Free Optimization on Uniformly Convex Sets AISTATS 2021 Projection Robust Wasserstein Barycenters ICML 2021 Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021 PROMPT: Probabilistic Motion Primitives based Trajectory Planning RSS 2021 PROPm Allocations of Indivisible Goods to Multiple Agents IJCAI 2021 Proportionally Representative Participatory Budgeting with Ordinal Preferences AAAI 2021 Proportional Participatory Budgeting with Additive Utilities NeurIPS 2021 Proportional Representation under Single-Crossing Preferences Revisited AAAI 2021 Prosodic Accommodation in Face-to-Face and Telephone Dialogues Interspeech 2021 Provably Efficient Actor-Critic for Risk-Sensitive and Robust Adversarial RL: A Linear-Quadratic Case AISTATS 2021 Provably Faster Algorithms for Bilevel Optimization NeurIPS 2021 Provably Good Solutions to the Knapsack Problem via Neural Networks of Bounded Size AAAI 2021 Provably Sample Efficient Reinforcement Learning in Competitive Linear Quadratic Systems L4DC 2021 Proximal and Sparse Resolution of Constrained Dynamic Equations RSS 2021 Proximal Gradient Descent-Ascent: Variable Convergence under KŁ Geometry ICLR 2021 PSD Representations for Effective Probability Models NeurIPS 2021 Pseudo-Marginal Hamiltonian Monte Carlo JMLR 2021