cross validation

AlphaLyrae at SemEval-2026 Task 9: Metric Learning and Asymmetric Loss for Chinese Polarization Analysis SemEval 2026 Curating Demonstrations using Online Experience RSS 2025 One for all and all for one: Efficient computation of partial Wasserstein distances on the line ICLR 2025 Risk and cross validation in ridge regression with correlated samples ICML 2025 Approximate Leave-one-out Cross Validation for Regression with ℓ_1 Regularizers AISTATS 2024 Don’t Waste Your Time: Early Stopping Cross-Validation AutoML 2024 Examining Vocal Tract Coordination in Childhood Apraxia of Speech with Acoustic-to-Articulatory Speech Inversion Feature Sets Interspeech 2024 Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization NeurIPS 2024 Training and Cross-Validating Machine Learning Pipelines with Limited Memory AutoML 2024 Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization NeurIPS 2023 Identification of Dialect for Eastern and Southwestern Ojibwe Words Using a Small Corpus ACL 2023 On the bias of K-fold cross validation with stable learners AISTATS 2023 StoryQ—an Online Environment for Machine Learning of Text Classification AAAI 2022 Acoustic-Prosodic, Lexical and Demographic Cues to Persuasiveness in Competitive Debate Speeches Interspeech 2021 Debiasing Evaluations That Are Biased by Evaluations AAAI 2021 Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions AISTATS 2020 On hyperparameter tuning in general clustering problemsm ICML 2020 Stable Regression: On the Power of Optimization over Randomization JMLR 2020 Outlier Detection and Robust Estimation in Nonparametric Regression AISTATS 2018 Role-specific Language Models for Processing Recorded Neuropsychological Exams NAACL 2018 Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models COLING 2018 Confidence Sets with Expected Sizes for Multiclass Classification JMLR 2017 Empirical Evaluation of Resampling Procedures for Optimising SVM Hyperparameters JMLR 2017 On the Need of Cross Validation for Discourse Relation Classification EACL 2017 Accurate Robust and Efficient Error Estimation for Decision Trees ICML 2016