Mathematics & Optimization

A Non-asymptotic Analysis of Non-parametric Temporal-Difference Learning NeurIPS 2022 A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits AISTATS 2022 A Nonconvex Framework for Structured Dynamic Covariance Recovery JMLR 2022 An Online Learning Approach to Sequential User-Centric Selection Problems AAAI 2022 Anonymized Histograms in Intermediate Privacy Models NeurIPS 2022 Anonymous Bandits for Multi-User Systems NeurIPS 2022 An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints AISTATS 2022 An Optimal Transport Approach to Deep Metric Learning (Student Abstract) AAAI 2022 A norm optimisation approach to SDGs: tackling poverty by acting on discrimination IJCAI 2022 A Novel Approach to Solving Goal-Achieving Problems for Board Games AAAI 2022 Answering Queries with Negation over Existential Rules AAAI 2022 Anytime Capacity Expansion in Medical Residency Match by Monte Carlo Tree Search IJCAI 2022 Anytime Guarantees under Heavy-Tailed Data AAAI 2022 Anytime Information Cascade Popularity Prediction via Self-Exciting Processes ICML 2022 A permutation-free kernel two-sample test NeurIPS 2022 A Perturbation-Based Kernel Approximation Framework JMLR 2022 APES: Articulated Part Extraction From Sprite Sheets CVPR 2022 A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees L4DC 2022 A Pilot Study on the Collection and Computational Analysis of Linguistic Differences Amongst Men and Women in a Kuwaiti Arabic WhatsApp Dataset EMNLP 2022 A Polynomial-time Decentralised Algorithm for Coordinated Management of Multiple Intersections IJCAI 2022 Approaching Quartic Convergence Rates for Quasi-Stochastic Approximation with Application to Gradient-Free Optimization NeurIPS 2022 Approval-Based Committee Voting under Incomplete Information AAAI 2022 Approval with Runoff IJCAI 2022 Approximate Euclidean lengths and distances beyond Johnson-Lindenstrauss NeurIPS 2022 Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets ICML 2022