Machine Learning

Learning from True-False Labels via Multi-modal Prompt Retrieving ICML 2025 Learning from weak labelers as constraints ICLR 2025 Learning Gaussian DAG Models without Condition Number Bounds ICML 2025 Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence AISTATS 2025 Learning general Gaussian mixtures with efficient score matching COLT 2025 Learning Generalized Residual Exchange-Correlation-Uncertain Functional for Density Functional Theory AAAI 2025 Learning General-purpose Biomedical Volume Representations using Randomized Synthesis ICLR 2025 Learning Geometrically-Informed Lyapunov Functions with Deep Diffeomorphic RBF Networks AISTATS 2025 Learning Getting-Up Policies for Real-World Humanoid Robots RSS 2025 Learning Graph Invariance by Harnessing Spuriosity ICLR 2025 Learning Graph Node Embeddings by Smooth Pair Sampling AISTATS 2025 Learning Graph Quantized Tokenizers ICLR 2025 Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling ICLR 2025 Learning Harmonized Representations for Speculative Sampling ICLR 2025 Learning Heterogeneous Performance-Fairness Trade-offs in Federated Learning IJCAI 2025 Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images CVPR 2025 Learning Hierarchical Line Buffer for Image Processing ICCV 2025 Learning Hierarchical Polynomials of Multiple Nonlinear Features ICLR 2025 Learning High-Degree Parities: The Crucial Role of the Initialization ICLR 2025 Learning High-dimensional Gaussians from Censored Data AISTATS 2025 Learning How Hard to Think: Input-Adaptive Allocation of LM Computation ICLR 2025 Learning Imbalanced Data with Beneficial Label Noise ICML 2025 Learning Imperfect Information Extensive-form Games with Last-iterate Convergence under Bandit Feedback ICML 2025 Learning In-context n-grams with Transformers: Sub-n-grams Are Near-Stationary Points ICML 2025 Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span AISTATS 2025