machine learning

OpenDataVal: a Unified Benchmark for Data Valuation NeurIPS 2023 OpenMapFlow: A Library for Rapid Map Creation with Machine Learning and Remote Sensing Data AAAI 2023 Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future EMNLP 2023 Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models ICML 2023 Principled Acceleration of Iterative Numerical Methods Using Machine Learning ICML 2023 Privacy Auditing with One (1) Training Run NeurIPS 2023 QH9: A Quantum Hamiltonian Prediction Benchmark for QM9 Molecules NeurIPS 2023 RoBoCoP: A Comprehensive ROmance BOrrowing COgnate Package and Benchmark for Multilingual Cognate Identification EMNLP 2023 Searching for Fairer Machine Learning Ensembles AutoML 2023 Stable Estimation of Heterogeneous Treatment Effects ICML 2023 Students Parrot Their Teachers: Membership Inference on Model Distillation NeurIPS 2023 Sudoku Assistant – an AI-Powered App to Help Solve Pen-and-Paper Sudokus AAAI 2023 The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NeurIPS 2023 Top-Ambiguity Samples Matter: Understanding Why Deep Ensemble Works in Selective Classification NeurIPS 2023 Uncovering the Root of Hate Speech: A Dataset for Identifying Hate Instigating Speech EMNLP 2023 Understanding the Impact of Competing Events on Heterogeneous Treatment Effect Estimation from Time-to-Event Data AISTATS 2023 VarDial in the Wild: Industrial Applications of LID Systems for Closely-Related Language Varieties EACL 2023 Aanisha@TamilNLP-ACL2022:Abusive Detection in Tamil ACL 2022 ACL Tutorial Proposal: Towards Reproducible Machine Learning Research in Natural Language Processing ACL 2022 A composable machine-learning approach for steady-state simulations on high-resolution grids NeurIPS 2022 Active fairness auditing ICML 2022 Adaptive Artificial Intelligence Scheduling Methods for Large-Scale, Stochastic, Industrial Applications IJCAI 2022 Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health AAAI 2022 A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NeurIPS 2022 A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions AAAI 2022