Machine Learning

Extrapolated Markov Chain Oversampling Method for Imbalanced Text Classification JMLR 2026 Extreme Amodal Face Detection WACV 2026 F2SST: Frequency-to-Spatial Semantic Transfer for Few-Shot Image Classification AAAI 2026 Face-LLaVA: Facial Expression and Attribute Understanding through Instruction Tuning WACV 2026 Fact2Fiction: Targeted Poisoning Attack to Agentic Fact-checking System AAAI 2026 FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval ACL 2026 Fading the Digital Ink: A Universal Black-Box Attack Framework for 3DGS Watermarking Systems AAAI 2026 FAID: Fine-grained AI-generated Text Detection using Multi-task Auxiliary and Multi-level Contrastive Learning EACL 2026 Fair and Efficient Balanced Allocation for Indivisible Goods AAAI 2026 Fair Bayesian Data Selection via Generalized Discrepancy Measures AAAI 2026 Fair Domain Generalization: An Information-Theoretic View AAAI 2026 Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression AAAI 2026 FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering AAAI 2026 Fair Graph Learning with Limited Sensitive Attribute Information AAAI 2026 Fair Model-based Clustering AAAI 2026 Fairness and Stability for Shared Resource Allocation Problems AAAI 2026 Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups AAAI 2026 Fairness Aware Reinforcement Learning via Proximal Policy Optimization AAAI 2026 Fairness in Repeated Matching: A Maximin Perspective AAAI 2026 Fairness in the Multi-Secretary Problem AAAI 2026 Fairness Perceptions of Large Language Models AAAI 2026 Fairness Uncertainty Quantification: A Constrained Stochastic Optimization Perspective UAI 2026 Fairness under Graph Uncertainty: Achieving Interventional Fairness with Partially Known Causal Graphs over Clusters of Variables UAI 2026 FairScene: Learning Class-Disentangled 2D/3D Representations for Semantic Scene Completion WACV 2026 FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026