Machine Learning

A Selective Under-Sampling (SUS) Method for Imbalanced Regression (Abstract Reprint) AAAI 2026 asetclarity at SemEval-2026 Task 6: An Imbalance-Aware RoBERTa Cross-Encoder for Political Response Clarity Classification SemEval 2026 AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin AAAI 2026 A Simple and Efficient Learning-Style Prompting for LLM Jailbreaking EACL 2026 A simple, optimal and efficient algorithm for online exp-concave optimization COLT 2026 A Single-Loop Stochastic Proximal Quasi-Newton Method for Large-Scale Nonsmooth Convex Optimization JMLR 2026 A Single Stepsize Suffices for Unprojected Linear TD(0): Simultaneous Robust and Fast Rates via Polyak–Ruppert Averaging COLT 2026 ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness AAAI 2026 Ask Me Again Differently: GRAS for Measuring Bias in Vision Language Models on Gender, Race, Age, and Skin Tone EACL 2026 A Sobering Look at Tabular Data Generation via Probabilistic Circuits UAI 2026 Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation EACL 2026 Assessing Automated Fact-Checking for Medical LLM Responses with Knowledge Graphs AAAI 2026 Assessing the Quality of AI-Generated Exams: A Large-Scale Field Study AAAI 2026 Assessing the Risk of Falls in Older Adults Living in the Community Using Machine Learning Models with Imputation (Student Abstract) AAAI 2026 AssetOpsBench-Live: Privacy-Aware Online Evaluation of Multi-Agent Performance in Industrial Operations AAAI 2026 Assignment Problems in Cost Function Networks AAAI 2026 Assumed Density Filtering and Smoothing with Neural Network Surrogate Models L4DC 2026 A Stage-Aware Mixture of Experts Framework for Neurodegenerative Disease Progression Modelling AAAI 2026 A Stronger Calculus of Intervention for Max-Linear Bayesian Networks UAI 2026 A Structured Clustering Approach for Inducing Media Narratives ACL 2026 A Stylometric and Statistical Pipeline for Urdu AI-Generated Text Classification EACL 2026 A Subword Embedding Approach for Variation Detection in Luxembourgish User Comments EACL 2026 A Switching Framework for Online Interval Scheduling with Predictions AAAI 2026 Asymmetric Cross-Modal Knowledge Distillation: Bridging Modalities with Weak Semantic Consistency AAAI 2026 A Symplectic Analysis of Alternating Mirror Descent JMLR 2026