conftrace_

cross validation

31 papers

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CV

Co-occurring keywords

model selection (456) generalization error (285) support vector machine (978) hyperparameter tuning (215) error bound (88) hyperparameter optimization (406) text classification (6793) regularization parameter (29) parameter tuning (36) multiclass classification (181)

Papers

Curating Demonstrations using Online Experience RSS 2025
Reshuffling Resampling Splits Can Improve Generalization of Hyperparameter Optimization NIPS 2024
Examining Vocal Tract Coordination in Childhood Apraxia of Speech with Acoustic-to-Articulatory Speech Inversion Feature Sets INTERSPEECH 2024
Approximate Leave-one-out Cross Validation for Regression with $\ell_1$ Regularizers AISTATS 2024
On the bias of K-fold cross validation with stable learners AISTATS 2023
Bayes beats Cross Validation: Efficient and Accurate Ridge Regression via Expectation Maximization NIPS 2023
Identification of Dialect for Eastern and Southwestern Ojibwe Words Using a Small Corpus ACL 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
On hyperparameter tuning in general clustering problemsm ICML 2020
Stable Regression: On the Power of Optimization over Randomization JMLR 2020
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions AISTATS 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
DUAL-LOCO: Distributing Statistical Estimation Using Random Projections AISTATS 2016
GenSVM: A Generalized Multiclass Support Vector Machine JMLR 2016
Accurate Robust and Efficient Error Estimation for Decision Trees ICML 2016
Regularization Path of Cross-Validation Error Lower Bounds NIPS 2015
A New Generalized Error Path Algorithm for Model Selection ICML 2015
Agnostic Bayesian Learning of Ensembles ICML 2014