Machine Learning

Wasserstein Policy Learning for Distributional Outcomes COLT 2026 WaterMod: Modular Token-Rank Partitioning for Probability-Balanced LLM Watermarking AAAI 2026 WaveC2R: Wavelet-Driven Coarse-to-Refined Hierarchical Learning for Radar Retrieval AAAI 2026 WaveDiST: A Wavelet Diffusion Transformer for Spatio-Temporal Estimation on Unobserved Locations AAAI 2026 WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026 Wavelet Enhanced Adaptive Frequency Filter for Sequential Recommendation AAAI 2026 Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026 Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework AAAI 2026 Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026 Wearable Intelligence for Healthcare Robotics: From Brain Activity to Body Movements AAAI 2026 Wedge Sampling: Efficient Tensor Completion with Nearly-Linear Sample Complexity COLT 2026 Weighted Sequential Bayesian Inference for Non-Stationary Linear Contextual Bandits UAI 2026 Weight Entropy-Maximised Evidential Metamodel for Uncertainty Quantification (Student Abstract) AAAI 2026 WeightFlow: Learning Stochastic Dynamics via Evolving Weight of Neural Network AAAI 2026 Well Begun, Half Done: Reinforcement Learning with Prefix Optimization for LLM Reasoning AAAI 2026 What Are They Filtering Out? An Experimental Benchmark of Filtering Strategies for Harm Reduction in Pretraining Datasets AAAI 2026 What Does Infect Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs EACL 2026 What does Surprisal have to do with Information Status? EACL 2026 What Do LLMs Learn First? Asymmetric Learning Dynamics of Input Complexity and Output Ambiguity in Preference Alignment ACL 2026 What Happens When: Learning Temporal Orders of Events in Videos WACV 2026 What Is the Optimal Ranking Score Between Precision and Recall? We Can Always Find It and It Is Rarely F1 CVPR 2026 What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning ACL 2026 What's Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution CVPR 2026 What to Trust? A Trust-aware Knowledge-guided Method for Zero-shot Object State Understanding in Videos AAAI 2026 What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning AAAI 2026