Mathematics & Optimization

Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation CVPR 2025 Learning Biomolecular Models using Signal Temporal Logic L4DC 2025 Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025 Learning Changes in Graphon Attachment Network Models ICML 2025 Learning Classifiers That Induce Markets ICML 2025 Learning Complexity of Gradient Descent and Conjugate Gradient Algorithms AAAI 2025 Learning Configurations for Data-Driven Multi-Objective Optimization ICML 2025 Learning DNF through Generalized Fourier Representations COLT 2025 Learning Dynamical Coupled Operator For High-dimensional Black-box Partial Differential Equations IJCAI 2025 Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025 Learning from Litigation: Graphs for Retrieval and Reasoning in eDiscovery ACL 2025 Learning Gaussian DAG Models without Condition Number Bounds ICML 2025 Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play JMLR 2025 Learning Imperfect Information Extensive-form Games with Last-iterate Convergence under Bandit Feedback ICML 2025 Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision ICML 2025 Learning Intersections of Two Margin Halfspaces under Factorizable Distributions COLT 2025 Learning Kolmogorov-Arnold Neural Activation Functions by Infinite-Dimensional Optimization L4DC 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 Mixtures of Experts with EM: A Mirror Descent Perspective ICML 2025 Learning multivariate Gaussians with imperfect advice ICML 2025 Learning Nash Equilibrium of Markov Potential Games with a Shared Constraint via Primal-Dual Optimization AAAI 2025 Learning Neural Jump Stochastic Differential Equations with Latent Graph for Multivariate Temporal Point Processes IJCAI 2025 Learning Optimal Oblique Decision Trees with (Max)SAT IJCAI 2025