supervised learning

An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models (Abstract Reprint) AAAI 2026 Constrained Random Forest for Domain-Generalizable Classification UAI 2026 Corruptions of Supervised Learning Problems: Typology and Mitigations JMLR 2026 LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026 MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning AAAI 2026 Optimal control of the future via prospective learning with control L4DC 2026 Optimizing Urban Service Allocation with Time-Constrained Restless Bandits AAAI 2026 A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs EMNLP 2025 Analysis of Automated Document Relevance Annotation for Information Retrieval in Oil and Gas Industry EMNLP 2025 Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models EMNLP 2025 A primer on linear classification with missing data AISTATS 2025 Archaeology at BEA 2025 Shared Task: Are Simple Baselines Good Enough? ACL 2025 Can Adversarial Examples Be Parsed to Reveal Victim Model Information? WACV 2025 Distribution-Consistency-Guided Multi-modal Hashing AAAI 2025 Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025 Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of NLP Venues ACL 2025 Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning EMNLP 2025 Geometry and Stability of Supervised Learning Problems JMLR 2025 GT-Mean Loss: A Simple Yet Effective Solution for Brightness Mismatch in Low-Light Image Enhancement ICCV 2025 Linking Industry Sectors and Financial Statements: A Hybrid Approach for Company Classification AAAI 2025 Masking meets Supervision: A Strong Learning Alliance CVPR 2025 PanicToCalm: A Proactive Counseling Agent for Panic Attacks EMNLP 2025 Prompt-Guided Internal States for Hallucination Detection of Large Language Models ACL 2025 RED-CT: A Systems Design Methodology for Using LLM-labeled Data to Train and Deploy Edge Linguistic Classifiers COLING 2025 Self-State Evidence Extraction and Well-Being Prediction from Social Media Timelines NAACL 2025