Mathematics & Optimization

Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem NeurIPS 2024 Aligning Individual and Collective Objectives in Multi-Agent Cooperation NeurIPS 2024 Aligning Large Language Models with Representation Editing: A Control Perspective NeurIPS 2024 Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics COLING 2024 A Likelihood Ratio Test of Genetic Relationship among Languages NAACL 2024 Allocating Mixed Goods with Customized Fairness and Indivisibility Ratio IJCAI 2024 Almost Envy-Free Allocations of Indivisible Goods or Chores with Entitlements AAAI 2024 Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits NeurIPS 2024 Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NeurIPS 2024 Almost Minimax Optimal Best Arm Identification in Piecewise Stationary Linear Bandits NeurIPS 2024 Almost Sure Convergence Rates Analysis and Saddle Avoidance of Stochastic Gradient Methods JMLR 2024 A Lower Bound and a Near-Optimal Algorithm for Bilevel Empirical Risk Minimization AISTATS 2024 Alpha Invariance: On Inverse Scaling Between Distance and Volume Density in Neural Radiance Fields CVPR 2024 Alternating minimization for generalized rank one matrix sensing: Sharp predictions from a random initialization ALT 2024 Altruism in Facility Location Problems AAAI 2024 A minimax optimal approach to high-dimensional double sparse linear regression JMLR 2024 AMO-aware Aggregates in Answer Set Programming IJCAI 2024 A Multi-Valued Decision Diagram-Based Approach to Constrained Optimal Path Problems over Directed Acyclic Graphs IJCAI 2024 An Accelerated Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness NeurIPS 2024 An Accelerated Gradient Method for Convex Smooth Simple Bilevel Optimization NeurIPS 2024 An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints NeurIPS 2024 An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization JMLR 2024 Analysing and Validating Language Complexity Metrics Across South American Indigenous Languages ACL 2024 Analysis of Differentially Private Synthetic Data: A Measurement Error Approach AAAI 2024 Analysis of Kernel Mirror Prox for Measure Optimization AISTATS 2024