supervised learning

Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ACL 2024 Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis NeurIPS 2024 Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron NeurIPS 2024 Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously NeurIPS 2024 Facilitating Multimodal Classification via Dynamically Learning Modality Gap NeurIPS 2024 Foundations of Autonomous Vehicles: A Curriculum Model for Developing Competencies in Artificial Intelligence and the Internet of Things for Grades 7–10 AAAI 2024 Fusing Models with Complementary Expertise ICLR 2024 GLBench: A Comprehensive Benchmark for Graph with Large Language Models NeurIPS 2024 Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion EACL 2024 Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024 Instruction Pre-Training: Language Models are Supervised Multitask Learners EMNLP 2024 Instruction Tuning With Loss Over Instructions NeurIPS 2024 Investigating radicalisation indicators in online extremist communities NAACL 2024 Knowledge Distillation in Automated Annotation: Supervised Text Classification with LLM-Generated Training Labels NAACL 2024 L2P-MIP: Learning to Presolve for Mixed Integer Programming ICLR 2024 Learning Reasons for Product Returns on E-Commerce COLING 2024 Learning soft constrained MPC value functions: Efficient MPC design and implementation providing stability and safety guarantees L4DC 2024 Learning to compute Gröbner bases NeurIPS 2024 LexComSpaL2: A Lexical Complexity Corpus for Spanish as a Foreign Language COLING 2024 Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It CVPR 2024 lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning ICLR 2024 MAPTree: Beating “Optimal” Decision Trees with Bayesian Decision Trees AAAI 2024 Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024 Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model AAAI 2024 Omnipredictors for regression and the approximate rank of convex functions COLT 2024