Mathematics & Optimization

A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III) IJCAI 2023 AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional Mediation Analysis NeurIPS 2023 A Measure-Theoretic Axiomatisation of Causality NeurIPS 2023 A Measure-Theoretic Characterization of Tight Language Models ACL 2023 A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification ACML 2023 A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data AISTATS 2023 A Mutual Information-based Approach to Quantifying Logography in Japanese and Sumerian ACL 2023 ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits AISTATS 2023 An active learning framework for multi-group mean estimation NeurIPS 2023 Analysis of Mean Opinion Scores in Subjective Evaluation of Synthetic Speech Based on Tail Probabilities Interspeech 2023 Analyzing and Improving the Use of the FastMap Embedding in Pathfinding Tasks AAAI 2023 Analyzing Privacy Leakage in Machine Learning via Multiple Hypothesis Testing: A Lesson From Fano ICML 2023 An Annotated Graph Model with Differential Degree Heterogeneity for Directed Networks JMLR 2023 A Nearly-Optimal Bound for Fast Regression with ℓ_∞ Guarantee ICML 2023 A Nearly Tight Bound for Fitting an Ellipsoid to Gaussian Random Points COLT 2023 A near-optimal high-probability swap-Regret upper bound for multi-agent bandits in unknown general-sum games UAI 2023 An Efficient and Continuous Voronoi Density Estimator AISTATS 2023 An Efficient Multi-solution Solver for the Inverse Kinematics of 3-Section Constant-Curvature Robots RSS 2023 A Neural PDE Solver with Temporal Stencil Modeling ICML 2023 A Neural State-Space Modeling Approach to Efficient Speech Separation Interspeech 2023 A New Look at Dynamic Regret for Non-Stationary Stochastic Bandits JMLR 2023 A new ranking scheme for modern data and its application to two-sample hypothesis testing COLT 2023 An Exact Algorithm for the Minimum Dominating Set Problem IJCAI 2023 An Exploration-by-Optimization Approach to Best of Both Worlds in Linear Bandits NeurIPS 2023 An Homogeneous Unbalanced Regularized Optimal Transport Model with Applications to Optimal Transport with Boundary AISTATS 2023