Machine Learning

Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026 Learning Nested Named Entity Recognition from Flat Annotations EACL 2026 Learning Network Dismantling Without Handcrafted Inputs AAAI 2026 Learning Neural Operators from Partial Observations via Latent Autoregressive Modeling AAAI 2026 Learning Nonholonomic Dynamics with Constraint Discovery L4DC 2026 Learning Optimal Prompt Ensemble for Multi-source Visual Prompt Transfer AAAI 2026 Learning Periodic Strategies in Blocking Bandits Is as Hard as Bandits with Switching Costs COLT 2026 Learning Personalised Human Internal Cognition from External Expressive Behaviours for Real Personality Recognition AAAI 2026 Learning plug-in surrogate endpoints for randomized experiments UAI 2026 Learning Protein–Ligand Binding in Hyperbolic Space AAAI 2026 Learning Representations from Perturbation: A Novel Matrix-View Weighting Framework for Naive Bayes UAI 2026 Learning Spatial Decay for Vision Transformers AAAI 2026 Learning Spatio-temporal Feature Representations for Video-based Gaze Estimation WACV 2026 Learning Stable Digraphs from Sparse-Input Linear Structural Causal Models UAI 2026 Learning Structurally Stabilized Representations for Lossless DNA Storage AAAI 2026 Learning Structure-Aware Foundational Representation of Rat Testicular Tubules Using Multiple Instance Learning MIDL 2026 Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics AAAI 2026 Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer AAAI 2026 Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation AAAI 2026 Learning Through Concepts: Hierarchies, Logic and Reasoning AAAI 2026 Learning Time in Static Classifiers AAAI 2026 Learning to accelerate distributed ADMM using graph neural networks L4DC 2026 Learning to Act Through Contact: A Unified View of Multi-Task Robot Learning L4DC 2026 Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis AAAI 2026 Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation AAAI 2026