Supervised Learning

Label Noise Robustness of Conformal Prediction JMLR 2024 Learning Bayesian Network Classifiers to Minimize the Class Variable Parameters AAAI 2024 Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NeurIPS 2024 Learning MDL Logic Programs from Noisy Data AAAI 2024 Learning Only When It Matters: Cost-Aware Long-Tailed Classification AAAI 2024 Learning Safe Action Models with Partial Observability AAAI 2024 Learning Structure-Aware Representations of Dependent Types NeurIPS 2024 Learning to compute Gröbner bases NeurIPS 2024 Logging Keystrokes in Writing by English Learners COLING 2024 MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection SemEval 2024 MAP- and MLE-Based Teaching JMLR 2024 MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection COLING 2024 Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation CVPR 2024 MINTY: Rule-based models that minimize the need for imputing features with missing values AISTATS 2024 Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation NeurIPS 2024 MorphingMinds at SemEval-2024 Task 10: Emotion Recognition in Conversation in Hindi-English Code-Mixed Conversations SemEval 2024 Muharaf: Manuscripts of Handwritten Arabic Dataset for Cursive Text Recognition NeurIPS 2024 Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD NeurIPS 2024 Online Consistency of the Nearest Neighbor Rule NeurIPS 2024 On the Importance of Large Objects in CNN Based Object Detection Algorithms WACV 2024 On Truthing Issues in Supervised Classification JMLR 2024 ORPO: Monolithic Preference Optimization without Reference Model EMNLP 2024 Overview of the Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE 2024 EACL 2024 PEAR at SemEval-2024 Task 1: Pair Encoding with Augmented Re-sampling for Semantic Textual Relatedness SemEval 2024 PetKaz at SemEval-2024 Task 8: Can Linguistics Capture the Specifics of LLM-generated Text? SemEval 2024