Mathematics

Connecting Thompson Sampling and UCB: Towards More Efficient Trade-offs Between Privacy and Regret ICML 2025 Consistent Normal Orientation for 3D Point Clouds via Least Squares on Delaunay Graph CVPR 2025 Contrastive Functional Principal Component Analysis AAAI 2025 Convergence Rate in a Nonlinear Two-Time-Scale Stochastic Approximation with State (Time)-Dependence AAAI 2025 CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations ICCV 2025 Curvature-aware Graph Attention for PDEs on Manifolds ICML 2025 Curvature-based Clustering on Graphs JMLR 2025 Data Monitoring for Large Scale Public Health Data AAAI 2025 Decision Making in Changing Environments: Robustness, Query-Based Learning, and Differential Privacy COLT 2025 Decision Making under the Exponential Family: Distributionally Robust Optimisation with Bayesian Ambiguity Sets ICML 2025 Densest k-Subgraph Mining via a Provably Tight Relaxation AAAI 2025 Density-Dependent Group Testing AISTATS 2025 Density Ratio Estimation via Sampling along Generalized Geodesics on Statistical Manifolds AISTATS 2025 De-singularity Subgradient for the q-th-Powered lₚ-Norm Weber Location Problem AAAI 2025 Destroy and Repair Using Hyper-Graphs for Routing AAAI 2025 Detecting Arbitrary Planted Subgraphs in Random Graphs COLT 2025 DIACU: A dataset for the DIAchronic analysis of Church Slavonic ACL 2025 Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies JMLR 2025 Differentially Private Boxplots ICML 2025 Differentially Private Multi-Sampling from Distributions ALT 2025 Differentially Private Multivariate Medians JMLR 2025 Differentially Private Synthetic Graphs Preserving Triangle-Motif Cuts COLT 2025 Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms ICML 2025 Dimension Reduction for Symbolic Regression AAAI 2025 Dimension Reduction with Locally Adjusted Graphs AAAI 2025