Mathematics

Is Transductive Learning Equivalent to PAC Learning? ALT 2025 IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations AAAI 2025 Kernel Quantile Embeddings and Associated Probability Metrics ICML 2025 k-HyperEdge Medoids for Clustering Ensemble AAAI 2025 KIPPO: Koopman-Inspired Proximal Policy Optimization IJCAI 2025 Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace's Method JMLR 2025 Large Network UWB Localization: Algorithms and Implementation NSDI 2025 Leaps and Bounds: An Improved Point Cloud Winding Number Formulation for Fast Normal Estimation and Surface Reconstruction ICCV 2025 Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation CVPR 2025 Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025 Learning Changes in Graphon Attachment Network Models ICML 2025 Learning DNF through Generalized Fourier Representations COLT 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Learning Gaussian DAG Models without Condition Number Bounds ICML 2025 Learning Likelihood-Free Reference Priors ICML 2025 Learning Local Neighborhoods of Non-Gaussian Graphical Models AAAI 2025 Learning Minimum-Size BDDs: Towards Efficient Exact Algorithms ICML 2025 Learning multivariate Gaussians with imperfect advice ICML 2025 Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025 Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025 Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators AISTATS 2025 Learning to Solve Differential Equation Constrained Optimization Problems ICLR 2025 Learn to Vaccinate: Combining Structure Learning and Effective Vaccination for Epidemic and Outbreak Control ICML 2025 Let’s Group: A Plug-and-Play SubGraph Learning Method for Memory-Efficient Spatio-Temporal Graph Modeling IJCAI 2025 Leveraging Offline Data in Linear Latent Contextual Bandits ICML 2025