Mathematics

Generalization bounds for mixing processes via delayed online-to-PAC conversions ALT 2025 Generalization in Federated Learning: A Conditional Mutual Information Framework ICML 2025 Generalized Attention Flow: Feature Attribution for Transformer Models via Maximum Flow ACL 2025 Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance AAAI 2025 Generalized multi-view model: Adaptive density estimation under low-rank constraints JMLR 2025 Geodesic Slice Sampling on the Sphere JMLR 2025 Geometric Algebra Planes: Convex Implicit Neural Volumes ICML 2025 Geometric Contact Flows: Contactomorphisms for Dynamics and Control ICML 2025 Geometric Hyena Networks for Large-scale Equivariant Learning ICML 2025 Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 Global Contact-Rich Planning with Sparsity-Rich Semidefinite Relaxations RSS 2025 Global Convergence in Neural ODEs: Impact of Activation Functions ICLR 2025 Gradient Methods with Online Scaling COLT 2025 GraphProt: Certified Black-Box Shielding Against Backdoored Graph Models IJCAI 2025 Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method IJCAI 2025 Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery ICML 2025 Heavy-tailed Estimation is Easier than Adversarial Contamination COLT 2025 Heterophily-Aware Personalized PageRank for Node Classification IJCAI 2025 Hide Exposures by Removing Mastermind’s External Sources on Social Network (Student Abstract) AAAI 2025 Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation JMLR 2025 Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval IJCNLP 2025 How Discrete and Continuous Diffusion Meet: Comprehensive Analysis of Discrete Diffusion Models via a Stochastic Integral Framework ICLR 2025 How Likely Are Two Voting Rules Different? UAI 2025 How Many Lines to Paint the City: Exact Edge-Cover in Temporal Graphs AAAI 2025 How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions ICLR 2025