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Machine Learning

132,800 papers (10 classified directly here)

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Papers (including subtopics)

Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding AAAI 2026 Probably Correct Optimal Stable Matching under Two-Sided Uncertainty UAI 2026 ProBench: Benchmarking GUI Agents with Accurate Process Information AAAI 2026 Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models AAAI 2026 ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias AAAI 2026 ProCache: Constraint-Aware Feature Caching with Selective Computation for Diffusion Transformer Acceleration AAAI 2026 ProCAST: A Projection Framework for Coupled Aggregation Constrained Multivariate Time Series Forecasting AAAI 2026 Procedure Learning via Regularized Gromov-Wasserstein Optimal Transport WACV 2026 Process Evaluation for Agentic Systems EACL 2026 ProCrop: Learning Aesthetic Image Cropping from Professional Compositions AAAI 2026 ProFuser: Progressive Fusion of Large Language Models AAAI 2026 ProGMLP: A Progressive Framework for GNN-to-MLP Knowledge Distillation with Efficient Trade-offs AAAI 2026 Progressive Fine-Tuning for Cost-Effective Structured Attribute Generation in E-commerce ACL 2026 Progressive Guessing to Fixed Point: Rethinking Human Motion Prediction with Deep Equilibrium Models CVPR 2026 Progressive Multi-modal Knowledge Distillation for Multi-spectral Object Re-identification AAAI 2026 ProLoG: Hybrid Prompt and LoRA Based Adaptation of Vision-Language Models for OOD Generalization AAAI 2026 ProMedical: Hierarchical Fine-Grained Criteria Modeling for Medical LLM Alignment via Explicit Injection ACL 2026 Prometheus: Unsupervised Discovery of Phase Transitions and Order Parameters in the 2D Ising Model Using Variational Autoencoders (Student Abstract) AAAI 2026 PROMISE: Prompt-Attentive Hierarchical Contrastive Learning for Robust Cross-Modal Representation with Missing Modalities AAAI 2026 Promises Made, Promises Kept: Safe Pareto Improvements via Ex Post Verifiable Commitments AAAI 2026 Promoting Efficient Reasoning with Verifiable Stepwise Reward AAAI 2026 Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption Through Empirical and Theoretical Analysis AAAI 2026 PromptFE: Automated Feature Engineering by Prompting EACL 2026 PromptGAR: Flexible Promptive Group Activity Recognition WACV 2026 Prompting Adversarial Transferability via Path Flatness Attack AAAI 2026