Mathematics & Optimization

Generalisation under gradient descent via deterministic PAC-Bayes ALT 2025 Generalization and Robustness of the Tilted Empirical Risk ICML 2025 Generalization Bounds for Canonicalization: A Comparative Study with Group Averaging ICLR 2025 Generalization bounds for mixing processes via delayed online-to-PAC conversions ALT 2025 Generalization in Federated Learning: A Conditional Mutual Information Framework ICML 2025 Generalization of noisy SGD in unbounded non-convex settings ICML 2025 Generalization Performance of Ensemble Clustering: From Theory to Algorithm ICML 2025 Generalized additive models via direct optimization of regularized decision stump forests 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 Generalizing Alignment Paradigm of Text-to-Image Generation with Preferences Through f-Divergence Minimization AAAI 2025 Generalizing Constraint Models in Constraint Acquisition AAAI 2025 Generative Adversarial Networks: Dynamics 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 Operator Learning with Optimal Transport JMLR 2025 Geometric Resampling in Nearly Linear Time for Follow-the-Perturbed-Leader with Best-of-Both-Worlds Guarantee in Bandit Problems ICML 2025 Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025 Geometry and Stability of Supervised Learning Problems JMLR 2025 Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025 GeoSplatting: Towards Geometry Guided Gaussian Splatting for Physically-based Inverse Rendering ICCV 2025 Get rid of your constraints and reparametrize: A study in NNLS and implicit bias AISTATS 2025