Machine Learning

Learning Monotonic Probabilities with a Generative Cost Model ICML 2025 Learning Multi-Index Models with Neural Networks via Mean-Field Langevin Dynamics ICLR 2025 Learning Multi-Level Features with Matryoshka Sparse Autoencoders ICML 2025 Learning Multiple Object States from Actions via Large Language Models WACV 2025 Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion AAAI 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 Neural Networks with Distribution Shift: Efficiently Certifiable Guarantees ICLR 2025 Learning Null Geodesics for Gravitational Lensing Rendering in General Relativity ICCV 2025 Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking CVPR 2025 Learning on Model Weights using Tree Experts CVPR 2025 Learning on the Go: A Meta-learning Object Navigation Model ICCV 2025 Learning Optimal Auctions with Correlated Value Distributions AAAI 2025 Learning Optimal Multimodal Information Bottleneck Representations ICML 2025 Learning Optimal Oblique Decision Trees with (Max)SAT IJCAI 2025 Learning-Order Autoregressive Models with Application to Molecular Graph Generation ICML 2025 Learning Parametric Distributions from Samples and Preferences ICML 2025 Learning Pareto manifolds in high dimensions: How can regularization help? AISTATS 2025 Learning Partial Graph Matching via Optimal Partial Transport ICLR 2025 Learning Partitions with Optimal Query and Round Complexities COLT 2025 Learning Personalized Decision Support Policies AAAI 2025 Learning Person-Specific Animatable Face Models from In-the-Wild Images via a Shared Base Model CVPR 2025 Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation CVPR 2025 Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems CVPR 2025