Supervised Learning

Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression NeurIPS 2024 Estimating Noisy Class Posterior with Part-level Labels for Noisy Label Learning CVPR 2024 FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization AAAI 2024 Feature Fusion from Head to Tail for Long-Tailed Visual Recognition AAAI 2024 Fine-tuning Language Models for AI vs Human Generated Text detection SemEval 2024 Flow Scheduling with Imprecise Knowledge NSDI 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 From Data Imputation to Data Cleaning — Automated Cleaning of Tabular Data Improves Downstream Predictive Performance AISTATS 2024 Full Bayesian Significance Testing for Neural Networks AAAI 2024 Generalisation through Negation and Predicate Invention AAAI 2024 Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization NeurIPS 2024 Guiding Large Language Models to Post-Edit Machine Translation with Error Annotations NAACL 2024 Habesha@DravidianLangTech 2024: Detecting Fake News Detection in Dravidian Languages using Deep Learning EACL 2024 Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models AAAI 2024 Hybrid Sample Synthesis-Based Debiasing of Classifier in Limited Data Setting WACV 2024 Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood AAAI 2024 IASBS at SemEval-2024 Task 10: Delving into Emotion Discovery and Reasoning in Code-Mixed Conversations SemEval 2024 IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation NeurIPS 2024 Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting AAAI 2024 Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024 Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024 Investigating radicalisation indicators in online extremist communities NAACL 2024 JRC at ClimateActivism 2024: Lexicon-based Detection of Hate Speech EACL 2024 KoCoSa: Korean Context-aware Sarcasm Detection Dataset COLING 2024 Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition COLING 2024