Search results for "leave-one-out"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
128	Zhixia Yang, Yingjie Tian 0001, Naiyang Deng	Leave-one-out bounds for support vector ordinal regression machine.	Neural Comput. Appl.	2009	DBLP DOI BibTeX RDF	Support vector ordinal regression machine, Leave-one-out bound, Leave-one-out
93	Keinosuke Fukunaga, Donald M. Hummels	Leave-One-Out Procedures for Nonparametric Error Estimates.	IEEE Trans. Pattern Anal. Mach. Intell.	1989	DBLP DOI BibTeX RDF	leave one out procedures, nonparametric error estimates, Parzen estimates, error analysis, nearest neighbor, Bayes methods, estimation theory, covariances
70	Antti Sorjamaa, Nima Reyhani, Amaury Lendasse	Input and Structure Selection for k-NN Approximator.	IWANN	2005	DBLP DOI BibTeX RDF	Leave-one-out and Model Structure Selection, Bootstrap, Time Series Prediction, k-NN
62	Albert Hung-Ren Ko, Paulo Rodrigo Cavalin, Robert Sabourin, Alceu de Souza Britto Jr.	Leave-One-Out-Training and Leave-One-Out-Testing Hidden Markov Models for a Handwritten Numeral Recognizer: The Implications of a Single Classifier and Multiple Classifications.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
62	Amaury Lendasse, Yongnan Ji, Nima Reyhani, Michel Verleysen	LS-SVM Hyperparameter Selection with a Nonparametric Noise Estimator.	ICANN (2)	2005	DBLP DOI BibTeX RDF	Regression, Least Squares Support Vector Machines, Leave-one-out, Noise Estimation
52	Yüksel Özbay	A New Method for Diagnosis of Cirrhosis Disease: Complex-valued Artificial Neural Network.	J. Medical Syst.	2008	DBLP DOI BibTeX RDF	Cirrhosis, Portal vein, Doppler signals, Complex-valued artificial neural network, Leave-one-out cross-validation, Liver
52	Hyunsoo Kim, Barry L. Drake, Haesun Park	Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	QR decomposition updating and downdating, adaptive classifier, leave-one-out cross validation, regularization, kernel methods, linear discriminant analysis
52	ChengXiang Zhai, John D. Lafferty	Two-stage language models for information retrieval.	SIGIR	2002	DBLP DOI BibTeX RDF	Dirichlet prior, two-stage language models, two-stage smoothing, interpolation, parameter estimation, mixture model, leave-one-out, risk minimization
52	Rangaraj M. Rangayyan, Ricardo José Ferrari, J. E. Leo Desautels, Annie France Frère	Directional Analysis of Images with Gabor Wavelets.	SIBGRAPI	2000	DBLP DOI BibTeX RDF	linear directional component analysis, Gabor filter dictionary, tuning frequency, redundancy reduction, filter responses, Rose diagrams, phase images, oriented patterns, mammogram asymmetry, parametric statistical classifier, distortion cases, Mini-MIAS database, leave-one-out methodology, diagnostic accuracy, feature extraction, wavelet transforms, images, thresholding, orientation, Gabor wavelets, multiresolution representation, principal components, Karhunen-Loeve transform
52	Friedrich Leisch, Kurt Hornik, Lakhmi C. Jain	NN Classifiers: Reducing the Computational Cost of Cross-Validation by Active Pattern Selection.	ANNES	1995	DBLP DOI BibTeX RDF	ANNES'95, Neural Networks, Classification, Cross-Validation, Computational Cost, Leave-one-out
48	Bin Zou 0002, Jie Xu 0006, Luoqing Li	The Study of Leave-One-Out Error-Based Classification Learning Algorithm for Generalization Performance.	ICNC (1)	2006	DBLP DOI BibTeX RDF
48	Audrey Girouard, Noah W. Smith, Donna K. Slonim	Motif Evaluation by Leave-one-out Scoring.	CIBCB	2006	DBLP DOI BibTeX RDF
48	Theodoros Evgeniou, Massimiliano Pontil, André Elisseeff	Leave One Out Error, Stability, and Generalization of Voting Combinations of Classifiers.	Mach. Learn.	2004	DBLP DOI BibTeX RDF	combinations of machines, stability, bagging, cross-validation
48	Gérald Gavin, Olivier Teytaud	Lower Bounds for Training and Leave-One-Out Estimates of the Generalization Error.	ICANN	2002	DBLP DOI BibTeX RDF
48	Koji Tsuda, Motoaki Kawanabe	The Leave-One-Out Kernel.	ICANN	2002	DBLP DOI BibTeX RDF
44	Hui Zhou, Qi Xu, Yongji Wang 0001, Jian Huang 0001, Jun Wu	An Improved Support Vector Machine Classifier for EEG-Based Motor Imagery Classification.	ISNN (2)	2009	DBLP DOI BibTeX RDF	Continuous wavelet transform (CWT), Leave-one-out (LOO), Mutual information (MI), SVMs, EEG
44	Kozo Yamada, Hirohito Sakurai, Hideyuki Imai, Yoshiharu Sato	Effects of Kurtosis for the Error Rate Estimators Using Resampling Methods in Two Class Discrimination.	KES (2)	2009	DBLP DOI BibTeX RDF	actual error rate, smoothed bootstrap, robustness, bootstrap, bias, standard deviation, leave-one-out
44	Marco Di Marzio, Charles C. Taylor	On boosting kernel density methods for multivariate data: density estimation and classification.	Stat. Methods Appl.	2005	DBLP DOI BibTeX RDF	Bandwidth selection, bias reduction, leave-one-out estimates, simulation, learning, smoothing
44	ChengXiang Zhai, John D. Lafferty	A study of smoothing methods for language models applied to information retrieval.	ACM Trans. Inf. Syst.	2004	DBLP DOI BibTeX RDF	Dirichlet prior smoothing, Jelinek-Mercer smoothing, TF-IDF weighting, absolute discounting smoothing, backoff smoothing, interpolation smoothing, two-stage smoothing, EM algorithm, term weighting, Statistical language models, leave-one-out, risk minimization
44	William B. Langdon, Bernard F. Buxton	Genetic Programming for Mining DNA Chip Data from Cancer Patients.	Genet. Program. Evolvable Mach.	2004	DBLP DOI BibTeX RDF	leave one out cross fold validation, DNA chip gene expression, predicting cancer, data mining, machine learning, classification, evolutionary algorithms, attribute selection
44	Rong Jin 0001, Joyce Y. Chai, Luo Si	An automatic weighting scheme for collaborative filtering.	SIGIR	2004	DBLP DOI BibTeX RDF	item weighting scheme, leave one out method, memory-based approach, collaborative filtering
44	Gregory A. Babich, Octavia I. Camps	Weighted Parzen Windows for Pattern Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	1996	DBLP DOI BibTeX RDF	Nonparametric classifiers, kernel estimator, holdout, clustering, discriminant analysis, Parzen-windows, leave-one-out, Bayes error, training samples
44	Joseph P. Hoffbeck, David A. Landgrebe	Covariance Matrix Estimation and Classification With Limited Training Data.	IEEE Trans. Pattern Anal. Mach. Intell.	1996	DBLP DOI BibTeX RDF	leave-one-out method, classification, estimation, high dimensional data, cross validation, Covariance matrix
42	Adam Kowalczyk, Bhavani Raskutti, Herman L. Ferrá	Exploring Potential of Leave-One-Out Estimator for Calibration of SVM in Text Mining.	PAKDD	2004	DBLP DOI BibTeX RDF
41	Koji Tsuda, Gunnar Rätsch, Sebastian Mika, Klaus-Robert Müller	Learning to Predict the Leave-One-Out Error of Kernel Based Classifiers.	ICANN	2001	DBLP DOI BibTeX RDF
41	Vojtech Franc, Pavel Laskov, Klaus-Robert Müller	Stopping conditions for exact computation of leave-one-out error in support vector machines.	ICML	2008	DBLP DOI BibTeX RDF
41	Xia Hong 0001, Sheng Chen 0001, Chris J. Harris	Fast Kernel Classifier Construction Using Orthogonal Forward Selection to Minimise Leave-One-Out Misclassification Rate.	ICIC (1)	2006	DBLP DOI BibTeX RDF
40	Tong Zhang 0001	A Leave-One-out Cross Validation Bound for Kernel Methods with Applications in Learning.	COLT/EuroCOLT	2001	DBLP DOI BibTeX RDF
40	Ruxin Qin, Jing Chen, Naiyang Deng, Yingjie Tian 0001	A Leave-One-Out Bound for nu-Support Vector Regression.	International Conference on Computational Science (3)	2007	DBLP DOI BibTeX RDF
40	Z. Ying, K. C. Keong	Fast leave-one-out evaluation for dynamic gene selection.	Soft Comput.	2006	DBLP DOI BibTeX RDF
40	Gavin C. Cawley	Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs.	IJCNN	2006	DBLP DOI BibTeX RDF
40	Sheng Chen 0001, Chris J. Harris, Xia Hong 0001	Construction of RBF Classifiers with Tunable Units using Orthogonal Forward Selection Based on Leave-One-Out Misclassification Rate.	IJCNN	2006	DBLP DOI BibTeX RDF
40	Liefeng Bo, Ling Wang 0003, Licheng Jiao	Multiple Parameter Selection for LS-SVM Using Smooth Leave-One-Out Error.	ISNN (1)	2005	DBLP DOI BibTeX RDF
40	Sheng Chen 0001, Xia Hong 0001, Chris J. Harris	Sparse kernel density construction using orthogonal forward regression with leave-one-out test score and local regularization.	IEEE Trans. Syst. Man Cybern. Part B	2004	DBLP DOI BibTeX RDF
40	Zhao Ying, Kwoh Chee Keong 0001	Fast Leave-One-Out Evaluation and Improvement on Inference for LS-SVMs.	ICPR (3)	2004	DBLP DOI BibTeX RDF
39	Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki	Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions.	CoRR	2020	DBLP BibTeX RDF
39	Kamiar Rahnama Rad, Wenda Zhou, Arian Maleki	Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions.	AISTATS	2020	DBLP BibTeX RDF
36	Geritt Kampmann, Oliver Nelles	One-class LS-SVM with zero leave-one-out error.	CICA	2014	DBLP DOI BibTeX RDF
31	Joshua C. Chang, Xiangting Li, Shixin Xu, Hao-Ren Yao, Julia Porcino, Carson C. Chow	Gradient-flow adaptive importance sampling for Bayesian leave one out cross-validation for sigmoidal classification models.	CoRR	2024	DBLP DOI BibTeX RDF
31	Arnab Auddy, Haolin Zou, Kamiar Rahnama Rad, Arian Maleki	Approximate Leave-one-out Cross Validation for Regression with ℓ1 Regularizers.	AISTATS	2024	DBLP BibTeX RDF
31	Sergio Hernández, Xaviera A. López-Cortés	Evaluating deep learning predictions for COVID-19 from X-ray images using leave-one-out predictive densities.	Neural Comput. Appl.	2023	DBLP DOI BibTeX RDF
31	Zhe Liu 0011, Ozlem Kalinli	Forgetting Private Textual Sequences in Language Models via Leave-One-Out Ensemble.	CoRR	2023	DBLP DOI BibTeX RDF
31	Matan Solomon, Bar Genossar, Roee Shraga, Avigdor Gal	LOUC: Leave-One-Out-Calibration Measure for Analyzing Human Matcher Performance.	CoRR	2023	DBLP DOI BibTeX RDF
31	Jiayuan Ye 0001, Anastasia Borovykh, Soufiane Hayou, Reza Shokri	Leave-one-out Distinguishability in Machine Learning.	CoRR	2023	DBLP DOI BibTeX RDF
31	Zhigang Bao, Qiyang Han, Xiaocong Xu	A leave-one-out approach to approximate message passing.	CoRR	2023	DBLP DOI BibTeX RDF
31	Kutay Bölat, Simon H. Tindemans, Peter Palensky	Stable Training of Probabilistic Models Using the Leave-One-Out Maximum Log-Likelihood Objective.	CoRR	2023	DBLP DOI BibTeX RDF
31	Yuchen Liang, Venugopal V. Veeravalli	Quickest Change Detection with Leave-one-out Density Estimation.	ICASSP	2023	DBLP DOI BibTeX RDF
31	Karim T. Abou-Moustafa	Shrinkage Coefficient Estimation for Regularized Tyler's M-Estimator: A Leave One Out Approach.	ITW	2023	DBLP DOI BibTeX RDF
31	Boxiang Wang, Hui Zou	Fast and Exact Leave-One-Out Analysis of Large-Margin Classifiers.	Technometrics	2022	DBLP DOI BibTeX RDF
31	Anderson Y. Zhang, Harrison H. Zhou	Leave-one-out Singular Subspace Perturbation Analysis for Spectral Clustering.	CoRR	2022	DBLP DOI BibTeX RDF
31	Benny Avelin, Lauri Viitasaari	Concentration inequalities for leave-one-out cross validation.	CoRR	2022	DBLP DOI BibTeX RDF
31	Gregor Bachmann, Thomas Hofmann, Aurélien Lucchi	Generalization Through The Lens Of Leave-One-Out Error.	CoRR	2022	DBLP DOI BibTeX RDF
31	Mohamad Rida Rammal, Alessandro Achille, Aditya Golatkar, Suhas N. Diggavi, Stefano Soatto	On Leave-One-Out Conditional Mutual Information For Generalization.	CoRR	2022	DBLP DOI BibTeX RDF
31	Mahdi Haghifam, Shay Moran, Daniel M. Roy 0001, Gintare Karolina Dziugaite	Understanding Generalization via Leave-One-Out Conditional Mutual Information.	CoRR	2022	DBLP DOI BibTeX RDF
31	Sevvandi Kandanaarachchi, Rob J. Hyndman	Leave-One-Out Kernel Density Estimates for Outlier Detection.	J. Comput. Graph. Stat.	2022	DBLP DOI BibTeX RDF
31	Mahdi Haghifam, Shay Moran, Daniel M. Roy 0001, Gintare Karolina Dziugaite	Understanding Generalization via Leave-One-Out Conditional Mutual Information.	ISIT	2022	DBLP DOI BibTeX RDF
31	Mohamad Rida Rammal, Alessandro Achille, Aditya Golatkar, Suhas N. Diggavi, Stefano Soatto	On Leave-One-Out Conditional Mutual Information For Generalization.	NeurIPS	2022	DBLP BibTeX RDF
31	Gregor Bachmann, Thomas Hofmann, Aurélien Lucchi	Generalization Through the Lens of Leave-One-Out Error.	ICLR	2022	DBLP BibTeX RDF
31	Mineichi Kudo, Keigo Kimura, Shumpei Morishita, Lu Sun 0001	Efficient Leave-One-Out Evaluation of Kernelized Implicit Mappings.	S+SSPR	2022	DBLP DOI BibTeX RDF
31	Paul-Christian Bürkner, Jonah Gabry, Aki Vehtari	Efficient leave-one-out cross-validation for Bayesian non-factorized normal and Student-t models.	Comput. Stat.	2021	DBLP DOI BibTeX RDF
31	Emily Black, Matt Fredrikson	Leave-one-out Unfairness.	CoRR	2021	DBLP BibTeX RDF
31	Kiran Karra, Alan McCree	Speaker Diarization using Two-pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings.	CoRR	2021	DBLP BibTeX RDF
31	Yu-Hang Tang, Yuanran Zhu, Wibe A. de Jong	Detecting Label Noise via Leave-One-Out Cross-Validation.	CoRR	2021	DBLP BibTeX RDF
31	Kiran Karra, Alan McCree	Speaker Diarization Using Two-Pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings.	Interspeech	2021	DBLP DOI BibTeX RDF
31	Yuki Yamagishi, Kazumi Saito, Kazuro Hirahara, Naonori Ueda	Magnitude-Weighted Mean-Shift Clustering with Leave-One-Out Bandwidth Estimation.	PRICAI (1)	2021	DBLP DOI BibTeX RDF
31	Alexey Morozov, Brian Angulo, Vadim Mottl, Alexander Tatarchuk, Olga Krasotkina	Differential Leave-One-Out Cross-Validation for Feature Selection in Generalized Linear Dependence Models.	ITCC	2021	DBLP DOI BibTeX RDF
31	Emily Black, Matt Fredrikson	Leave-one-out Unfairness.	FAccT	2021	DBLP DOI BibTeX RDF
31	John L. Spouge, Joseph M. Ziegelbauer, Mileidy Gonzalez	A linear-time algorithm that avoids inverses and computes Jackknife (leave-one-out) products like convolutions or other operators in commutative semigroups.	Algorithms Mol. Biol.	2020	DBLP DOI BibTeX RDF
31	Bruno Klaus de Aquino Afonso, Lilian Berton	Identifying noisy labels with a transductive semi-supervised leave-one-out filter.	Pattern Recognit. Lett.	2020	DBLP DOI BibTeX RDF
31	Michiel Stock, Tapio Pahikkala, Antti Airola, Willem Waegeman, Bernard De Baets	Algebraic shortcuts for leave-one-out cross-validation in supervised network inference.	Briefings Bioinform.	2020	DBLP DOI BibTeX RDF
31	Ilja M. Nolte, Russell Schwartz	Metasubtract: an R-package to analytically produce leave-one-out meta-analysis GWAS summary statistics.	Bioinform.	2020	DBLP DOI BibTeX RDF
31	Lijun Ding, Yudong Chen 0001	Leave-One-Out Approach for Matrix Completion: Primal and Dual Analysis.	IEEE Trans. Inf. Theory	2020	DBLP DOI BibTeX RDF
31	Bruno Klaus de Aquino Afonso, Lilian Berton	Identifying noisy labels with a transductive semi-supervised leave-one-out filter.	CoRR	2020	DBLP BibTeX RDF
31	Ryan Burn	Optimizing Approximate Leave-one-out Cross-validation to Tune Hyperparameters.	CoRR	2020	DBLP BibTeX RDF
31	Guanjin Wang, Jeremy Yuen-Chun Teoh, Jie Lu 0001, Kup-Sze Choi	Least squares support vector machines with fast leave-one-out AUC optimization on imbalanced prostate cancer data.	Int. J. Mach. Learn. Cybern.	2020	DBLP DOI BibTeX RDF
31	Bo Zhang, Xianyuan Huang, Long Fan, Guobin Chang	Sparseness of the LS-SVM algorithm based on the leave one out cross validation method with Multibeam data.	EITCE	2020	DBLP DOI BibTeX RDF
31	Måns Magnusson, Aki Vehtari, Johan Jonasson, Michael Riis Andersen	Leave-One-Out Cross-Validation for Bayesian Model Comparison in Large Data.	AISTATS	2020	DBLP BibTeX RDF
31	Måns Magnusson, Michael Riis Andersen, Johan Jonasson, Aki Vehtari	Bayesian leave-one-out cross-validation for large data.	CoRR	2019	DBLP BibTeX RDF
31	Alan McCree, Gregory Sell, Daniel Garcia-Romero	Speaker Diarization Using Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings.	INTERSPEECH	2019	DBLP DOI BibTeX RDF
31	Måns Magnusson, Michael Riis Andersen, Johan Jonasson, Aki Vehtari	Bayesian leave-one-out cross-validation for large data.	ICML	2019	DBLP BibTeX RDF
31	Cuili Yang, Xinxin Zhu, Zohaib Ahmad, Lei Wang 0173, Junfei Qiao 0001	Design of Incremental Echo State Network Using Leave-One-Out Cross-Validation.	IEEE Access	2018	DBLP DOI BibTeX RDF
31	Lijun Ding, Yudong Chen 0001	The Leave-one-out Approach for Matrix Completion: Primal and Dual Analysis.	CoRR	2018	DBLP BibTeX RDF
31	Shuaiwen Wang, Wenda Zhou, Arian Maleki, Haihao Lu, Vahab S. Mirrokni	Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems.	CoRR	2018	DBLP BibTeX RDF
31	Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni	Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions.	CoRR	2018	DBLP BibTeX RDF
31	Tomas F. Yago Vicente, Minh Hoai, Dimitris Samaras	Leave-One-Out Kernel Optimization for Shadow Detection and Removal.	IEEE Trans. Pattern Anal. Mach. Intell.	2018	DBLP DOI BibTeX RDF
31	Shuaiwen Wang, Wenda Zhou, Haihao Lu, Arian Maleki, Vahab S. Mirrokni	Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions.	ICML	2018	DBLP BibTeX RDF
31		Leave-One-Out Cross-Validation.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
31		Leave-One-Out Error.	Encyclopedia of Machine Learning and Data Mining	2017	DBLP DOI BibTeX RDF
31	Aki Vehtari, Andrew Gelman, Jonah Gabry	Erratum to: Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC.	Stat. Comput.	2017	DBLP DOI BibTeX RDF
31	Aki Vehtari, Andrew Gelman, Jonah Gabry	Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC.	Stat. Comput.	2017	DBLP DOI BibTeX RDF
31	Jingxiang Zhang, Shitong Wang 0001	A fast leave-one-out cross-validation for SVM-like family.	Neural Comput. Appl.	2016	DBLP DOI BibTeX RDF
31	Aki Vehtari, Tommi Mononen, Ville Tolvanen, Tuomas Sivula, Ole Winther	Bayesian Leave-One-Out Cross-Validation Approximations for Gaussian Latent Variable Models.	J. Mach. Learn. Res.	2016	DBLP BibTeX RDF
31	Zhifei Shao, Meng Joo Er, Ning Wang 0002	An Efficient Leave-One-Out Cross-Validation-Based Extreme Learning Machine (ELOO-ELM) With Minimal User Intervention.	IEEE Trans. Cybern.	2016	DBLP DOI BibTeX RDF
31	Zhifei Shao, Meng Joo Er	Efficient Leave-One-Out Cross-Validation-based Regularized Extreme Learning Machine.	Neurocomputing	2016	DBLP DOI BibTeX RDF
31	Yiannis Kokkinos, Konstantinos G. Margaritis	Exemplar Selection via Leave-One-Out Kernel Averaged Gradient Descent and Subtractive Clustering.	AIAI	2016	DBLP DOI BibTeX RDF
31	Tzu-Tsung Wong	Performance evaluation of classification algorithms by k-fold and leave-one-out cross validation.	Pattern Recognit.	2015	DBLP DOI BibTeX RDF
31	Shota Okumura, Yoshiki Suzuki, Ichiro Takeuchi	Quick sensitivity analysis for incremental data modification and its application to leave-one-out CV in linear classification problems.	CoRR	2015	DBLP BibTeX RDF
31	Christel Rushing, Anuradha Bulusu, Herbert I. Hurwitz, Andrew B. Nixon, Herbert Pang	A leave-one-out cross-validation SAS macro for the identification of markers associated with survival.	Comput. Biol. Medicine	2015	DBLP DOI BibTeX RDF
31	Tomas F. Yago Vicente, Minh Hoai, Dimitris Samaras	Leave-One-Out Kernel Optimization for Shadow Detection.	ICCV	2015	DBLP DOI BibTeX RDF
31	Shota Okumura, Yoshiki Suzuki, Ichiro Takeuchi	Quick Sensitivity Analysis for Incremental Data Modification and Its Application to Leave-one-out CV in Linear Classification Problems.	KDD	2015	DBLP DOI BibTeX RDF