Mathematics & Optimization

A PDE-based Explanation of Extreme Numerical Sensitivities and Edge of Stability in Training Neural Networks JMLR 2024 A Poincaré Inequality and Consistency Results for Signal Sampling on Large Graphs ICLR 2024 A Polynomial Time, Pure Differentially Private Estimator for Binary Product Distributions ALT 2024 Applying Information-theoretic Notions to Measure Effects of the Plain English Movement on English Law Reports and Scientific Articles EACL 2024 Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula ICML 2024 Approximate Algorithms for k-Sparse Wasserstein Barycenter with Outliers IJCAI 2024 Approximate Distance Oracle for Fault-Tolerant Geometric Spanners AAAI 2024 Approximate Information Tests on Statistical Submanifolds JMLR 2024 Approximate Integer Solution Counts over Linear Arithmetic Constraints AAAI 2024 Approximating Intersections and Differences Between Linear Statistical Shape Models Using Markov Chain Monte Carlo WACV 2024 Approximating the Top Eigenvector in Random Order Streams NeurIPS 2024 Approximation Algorithms for Observer Aware MDPs UAI 2024 Approximation Algorithms for Preference Aggregation Using CP-Nets AAAI 2024 Approximation Scheme for Weighted Metric Clustering via Sherali-Adams AAAI 2024 A Primal-Dual Algorithm for Hybrid Federated Learning AAAI 2024 A Primal-Dual Approach to Solving Variational Inequalities with General Constraints ICLR 2024 A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints NeurIPS 2024 A projected semismooth Newton method for a class of nonconvex composite programs with strong prox-regularity JMLR 2024 A Provable Decision Rule for Out-of-Distribution Detection ICML 2024 A Provably Accurate Randomized Sampling Algorithm for Logistic Regression AAAI 2024 Are Female Carpenters like Blue Bananas? A Corpus Investigation of Occupation Gender Typicality ACL 2024 Are Graph Neural Networks Optimal Approximation Algorithms? NeurIPS 2024 A Reinforcement-Learning-Based Multiple-Column Selection Strategy for Column Generation AAAI 2024 Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2024 A robust inlier identification algorithm for point cloud registration via ℓ_0-minimization NeurIPS 2024