Search results for "cross-validation"

Hits ?▲	Authors	Title	Venue	Year	Link
11	Olga Y. Savchuk	One-sided cross-validation for nonsmooth density functions.	Comput. Stat.	2020	DBLP DOI BibTeX RDF
11	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
11	Henry Crosby, Theodoros Damoulas, Stephen A. Jarvis	Road and travel time cross-validation for urban modelling.	Int. J. Geogr. Inf. Sci.	2020	DBLP DOI BibTeX RDF
11	Lei Chen 0058, Quansen Sun, Fanhai Wang	Adaptive blind deconvolution using generalized cross-validation with generalized lp/lq norm regularization.	Neurocomputing	2020	DBLP DOI BibTeX RDF
11	Saeid Parvandeh, Hung-Wen Yeh, Martin P. Paulus, Brett A. McKinney	Consensus features nested cross-validation.	Bioinform.	2020	DBLP DOI BibTeX RDF
11	Tzu-Tsung Wong, Po-Yang Yeh	Reliable Accuracy Estimates from k-Fold Cross Validation.	IEEE Trans. Knowl. Data Eng.	2020	DBLP DOI BibTeX RDF
11	Mengfan Li, Fang Lin, Guizhi Xu	A TrAdaBoost Method for Detecting Multiple Subjects' N200 and P300 Potentials Based on Cross-Validation and an Adaptive Threshold.	Int. J. Neural Syst.	2020	DBLP DOI BibTeX RDF
11	Romain Bey, Romain Goussault, Mehdi Benchoufi, Raphaël Porcher	Stratified cross-validation for unbiased and privacy-preserving federated learning.	CoRR	2020	DBLP BibTeX RDF
11	Pierre Bayle, Alexandre Bayle, Lucas Janson, Lester Mackey	Cross-validation Confidence Intervals for Test Error.	CoRR	2020	DBLP BibTeX RDF
11	Soumya Ghosh, William T. Stephenson, Tin D. Nguyen, Sameer K. Deshpande, Tamara Broderick	Approximate Cross-Validation for Structured Models.	CoRR	2020	DBLP BibTeX RDF
11	Mantas Lukosevicius, Arnas Uselis	Efficient implementations of echo state network cross-validation.	CoRR	2020	DBLP BibTeX RDF
11	Behrad Soleimani, Behzad Khamidehi, Maryam Sabbaghian	No Cross-Validation Required: An Analytical Framework for Regularized Mixed-Integer Problems (Extended Version).	CoRR	2020	DBLP BibTeX RDF
11	Ashia C. Wilson, Maximilian Kasy, Lester Mackey	Approximate Cross-validation: Guarantees for Model Assessment and Selection.	CoRR	2020	DBLP BibTeX RDF
11	Joy Hsu, Sonia Phene, Akinori Mitani, Jieying Luo, Naama Hammel, Jonathan Krause, Rory Sayres	Improving Medical Annotation Quality to Decrease Labeling Burden Using Stratified Noisy Cross-Validation.	CoRR	2020	DBLP BibTeX RDF
11	Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki	Bootstrap Bias Corrected Cross Validation applied to Super Learning.	CoRR	2020	DBLP BibTeX RDF
11	Jonne Pohjankukka, Tapio Pahikkala, Paavo Nevalainen, Jukka Heikkonen	Estimating the Prediction Performance of Spatial Models via Spatial k-Fold Cross Validation.	CoRR	2020	DBLP BibTeX RDF
11	Boumediene Hamzi, Houman Owhadi	Learning dynamical systems from data: a simple cross-validation perspective.	CoRR	2020	DBLP BibTeX RDF
11	William T. Stephenson, Madeleine Udell, Tamara Broderick	Approximate Cross-Validation with Low-Rank Data in High Dimensions.	CoRR	2020	DBLP BibTeX RDF
11	Byron C. Jaeger, Nicholas J. Tierney, Noah R. Simon	When to Impute? Imputation before and during cross-validation.	CoRR	2020	DBLP BibTeX RDF
11	Weikai Li 0003, Chuanxing Geng, Songcan Chen	Leave Zero Out: Towards a No-Cross-Validation Approach for Model Selection.	CoRR	2020	DBLP BibTeX RDF
11	Puja Sahu, Nandyala Hemachandra	Optimal Posteriors for Chi-squared Divergence based PAC-Bayesian Bounds and Comparison with KL-divergence based Optimal Posteriors and Cross-Validation Procedure.	CoRR	2020	DBLP BibTeX RDF
11	Viktor Varkarakis, Peter Corcoran 0001	Dataset Cleaning - A Cross Validation Methodology for Large Facial Datasets using Face Recognition.	CoRR	2020	DBLP BibTeX RDF
11	Saeed Khaki, Dan Nettleton	Conformal Prediction Intervals for Neural Networks Using Cross Validation.	CoRR	2020	DBLP BibTeX RDF
11	Ning Xu, Timothy C. G. Fisher, Jian Hong	Rademacher upper bounds for cross-validation errors with an application to the lasso.	CoRR	2020	DBLP BibTeX RDF
11	Matheus Costa e Silva, Norma Lucena-Silva, Juliana Doblas Massaro, Eduardo Antônio Donadi	RLeave: an in silico cross-validation protocol for transcript differential expression analysis.	CoRR	2020	DBLP BibTeX RDF
11	Ryan Burn	Optimizing Approximate Leave-one-out Cross-validation to Tune Hyperparameters.	CoRR	2020	DBLP BibTeX RDF
11	Vincent W. C. Tan, Stefan Zohren	Large Non-Stationary Noisy Covariance Matrices: A Cross-Validation Approach.	CoRR	2020	DBLP BibTeX RDF
11	Xiaoli Liu 0003, Pan Hu, Zhi Mao, Po-Chih Kuo, Peiyao Li, Chao Liu, Jie Hu, Deyu Li, Desen Cao, Roger G. Mark, Leo Anthony Celi, Zhengbo Zhang, Feihu Zhou	Interpretable Machine Learning Model for Early Prediction of Mortality in Elderly Patients with Multiple Organ Dysfunction Syndrome (MODS): a Multicenter Retrospective Study and Cross Validation.	CoRR	2020	DBLP BibTeX RDF
11	Yingshui Tan, Baihong Jin, Qiushi Cui, Xiangyu Yue, Alberto L. Sangiovanni-Vincentelli	Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation.	CoRR	2020	DBLP BibTeX RDF
11	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
11	Liang Fang, Shiqin Liu, Zhiyong Huang 0002	Uncertain Johnson-Schumacher growth model with imprecise observations and k-fold cross-validation test.	Soft Comput.	2020	DBLP DOI BibTeX RDF
11	Yong Liu 0018, Shizhong Liao, Shali Jiang 0001, Lizhong Ding 0001, Hailun Lin, Weiping Wang 0005	Fast Cross-Validation for Kernel-Based Algorithms.	IEEE Trans. Pattern Anal. Mach. Intell.	2020	DBLP DOI BibTeX RDF
11	Chuanyi Liu, Xiaoyong Li 0003	Fast, Resource-Saving, and Anti-Collaborative Attack Trust Computing Scheme Based on Cross-Validation for Clustered Wireless Sensor Networks.	Sensors	2020	DBLP DOI BibTeX RDF
11	Michael Duncan, Alexandra Dobell, Mark Noon, Cain C. T. Clark, Clare M. P. Roscoe, Mark A. Faghy, David Stodden, Ryan Sacko, Emma L. J. Eyre	Calibration and Cross-Validation of Accelerometery for Estimating Movement Skills in Children Aged 8-12 Years.	Sensors	2020	DBLP DOI BibTeX RDF
11	Haitao Xiang, Jianwu Lin, Chun-Hung Chen, Ying Kong	Asymptotic Meta Learning for Cross Validation of Models for Financial Data.	IEEE Intell. Syst.	2020	DBLP DOI BibTeX RDF
11	Alessandro Buccini, Lothar Reichel	An ℓp-ℓq minimization method with cross-validation for the restoration of impulse noise contaminated images.	J. Comput. Appl. Math.	2020	DBLP DOI BibTeX RDF
11	Antoine Soulé, Jean-Marc Steyaert, Jérôme Waldispühl	A Nested 2-Level Cross-Validation Ensemble Learning Pipeline Suggests a Negative Pressure Against Crosstalk snoRNA-mRNA Interactions in Saccharomyces cerevisiae.	J. Comput. Biol.	2020	DBLP DOI BibTeX RDF
11	Behrad Soleimani, Behzad Khamidehi, Maryam Sabbaghian	No Cross-Validation Required: An Analytical Framework for Regularized Mixed-Integer Problems.	IEEE Commun. Lett.	2020	DBLP DOI BibTeX RDF
11	Avishek Garain, Sainik Kumar Mahata, Dipankar Das 0001	JUNLP at SemEval-2020 Task 9: Sentiment Analysis of Hindi-English Code Mixed Data Using Grid Search Cross Validation.	SemEval@COLING	2020	DBLP DOI BibTeX RDF
11	Viktor Varkarakis, Peter Corcoran 0001	Dataset Cleaning - A Cross Validation Methodology for Large Facial Datasets using Face Recognition.	QoMEX	2020	DBLP DOI BibTeX RDF
11	Krzysztof Mnich, Aneta Polewko-Klim, Agnieszka Kitlas Golinska, Wojciech Lesinski, Witold R. Rudnicki	Super Learning with Repeated Cross Validation.	ICDM (Workshops)	2020	DBLP DOI BibTeX RDF
11	Akira Tanaka, Hideyuki Imai	Kernel Ridge Regression with Autocorrelation Prior: Optimal Model and Cross-Validation.	ICASSP	2020	DBLP DOI BibTeX RDF
11	Youssef Wally, Yara Samaha, Ziad Yasser, Steffen Walter 0001, Friedhelm Schwenker	Personalized k-fold Cross-Validation Analysis with Transfer from Phasic to Tonic Pain Recognition on X-ITE Pain Database.	ICPR Workshops (6)	2020	DBLP DOI BibTeX RDF
11	Ricardo R. Lopes, Marco Mamprin, Jo M. Zelis, Pim A. L. Tonino, Martijn S. van Mourik, Marije M. Vis, Sveta Zinger, Bas A. J. M. de Mol, Peter H. N. de With, Henk A. Marquering	Inter-Center Cross-Validation and Finetuning without Patient Data Sharing for Predicting Transcatheter Aortic Valve Implantation Outcome.	CBMS	2020	DBLP DOI BibTeX RDF
11	Jian Yang 0021, Zihang Song, Yue Gao 0001, Xuemai Gu	Cross Validation Based Adaptive Compressed Spectrum Sensing without Testing Set.	GLOBECOM	2020	DBLP DOI BibTeX RDF
11	Min Kyu Kim, Ali Heidari, Kathryn S. McCarthy	Reading Comprehension and Mental Model Development: A Cross-Validation of Methods and Technologies to Assess Student Understanding of the Text.	ICLS	2020	DBLP BibTeX RDF
11	Krzysztof Mnich, Agnieszka Kitlas Golinska, Aneta Polewko-Klim, Witold R. Rudnicki	Bootstrap Bias Corrected Cross Validation Applied to Super Learning.	ICCS (3)	2020	DBLP DOI BibTeX RDF
11	Yali Nie, Laura De Santis, Marco Carratù, Mattias O'Nils, Paolo Sommella, Jan Lundgren	Deep Melanoma classification with K-Fold Cross-Validation for Process optimization.	MeMeA	2020	DBLP DOI BibTeX RDF
11	Gabrielle Dagasso, Yan Yan, Lipu Wang, Longhai Li, Randy Kutcher, Wentao Zhang, Lingling Jin	Comprehensive-GWAS: a pipeline for genome-wide association studies utilizing cross-validation to assess the predictivity of genetic variations.	BIBM	2020	DBLP DOI BibTeX RDF
11	Agostino Valier	The Cross Validation in Automated Valuation Models: A Proposal for Use.	ICCSA (5)	2020	DBLP DOI BibTeX RDF
11	Soumya Ghosh, William T. Stephenson, Tin D. Nguyen, Sameer K. Deshpande, Tamara Broderick	Approximate Cross-Validation for Structured Models.	NeurIPS	2020	DBLP BibTeX RDF
11	William T. Stephenson, Madeleine Udell, Tamara Broderick	Approximate Cross-Validation with Low-Rank Data in High Dimensions.	NeurIPS	2020	DBLP BibTeX RDF
11	Pierre Bayle, Alexandre Bayle, Lucas Janson, Lester Mackey	Cross-validation Confidence Intervals for Test Error.	NeurIPS	2020	DBLP BibTeX RDF
11	Salvatore Carta, Sergio Consoli, Andrea Corriga, Raffaele Dapiaggi, Alessandro Sebastian Podda, Diego Reforgiato Recupero	HawkEye: a Visual Framework for Agile Cross-Validation of Deep Learning Approaches in Financial Forecasting.	ICFNDS	2020	DBLP DOI BibTeX RDF
11	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
11	Luyao Sun, Haonan Chen 0001, Lei Han, V. Chandrasekar 0001, Jieying He, Yang Liu	Cross validation of GOES-R and NOAA multi-radar multi-sensor (MRMS) QPE over the continental United States.	IGARSS	2020	DBLP DOI BibTeX RDF
11	Sifan Liu, Edgar Dobriban	Ridge Regression: Structure, Cross-Validation, and Sketching.	ICLR	2020	DBLP BibTeX RDF
11	André R. de Geus, André R. Backes, Jefferson R. Souza	Variability Evaluation of CNNs using Cross-validation on Viruses Images.	VISIGRAPP (4: VISAPP)	2020	DBLP DOI BibTeX RDF
11	Yuta Saito, Shota Yasui	Counterfactual Cross-Validation: Stable Model Selection Procedure for Causal Inference Models.	ICML	2020	DBLP BibTeX RDF
11	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
11	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
11	Ashia C. Wilson, Maximilian Kasy, Lester Mackey	Approximate Cross-validation: Guarantees for Model Assessment and Selection.	AISTATS	2020	DBLP BibTeX RDF
11	William T. Stephenson, Tamara Broderick	Approximate Cross-Validation in High Dimensions with Guarantees.	AISTATS	2020	DBLP BibTeX RDF
11	Daniel Berrar	Cross-Validation.	Encyclopedia of Bioinformatics and Computational Biology (1)	2019	DBLP DOI BibTeX RDF
11	María Luz Gámiz, María Dolores Martínez Miranda, Jens Perch Nielsen	Multiplicative local linear hazard estimation and best one-sided cross-validation.	J. Mach. Learn. Res.	2019	DBLP BibTeX RDF
11	Christopher A. Ramezan, Timothy A. Warner, Aaron E. Maxwell	Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification.	Remote. Sens.	2019	DBLP DOI BibTeX RDF
11	Pramaditya Wicaksono, Prama Ardha Aryaguna, Wahyu Lazuardi	Benthic Habitat Mapping Model and Cross Validation Using Machine-Learning Classification Algorithms.	Remote. Sens.	2019	DBLP DOI BibTeX RDF
11	Antti Airola, Jonne Pohjankukka, Johanna Torppa, Maarit Middleton, Vesa Nykänen, Jukka Heikkonen, Tapio Pahikkala	The spatial leave-pair-out cross-validation method for reliable AUC estimation of spatial classifiers.	Data Min. Knowl. Discov.	2019	DBLP DOI BibTeX RDF
11	Chunxia Qi, Jiandong Diao, Like Qiu	On Estimating Model in Feature Selection With Cross-Validation.	IEEE Access	2019	DBLP DOI BibTeX RDF
11	Shiqin Liu	Leave-p-Out Cross-Validation Test for Uncertain Verhulst-Pearl Model With Imprecise Observations.	IEEE Access	2019	DBLP DOI BibTeX RDF
11	Tie Luo, Jianwei Huang 0001, Salil S. Kanhere, Jie Zhang 0002, Sajal K. Das 0001	Improving IoT Data Quality in Mobile Crowd Sensing: A Cross Validation Approach.	IEEE Internet Things J.	2019	DBLP DOI BibTeX RDF
11	Akira Tanaka, Hideyuki Imai	A Fast Cross-Validation Algorithm for Kernel Ridge Regression by Eigenvalue Decomposition.	IEICE Trans. Fundam. Electron. Commun. Comput. Sci.	2019	DBLP DOI BibTeX RDF
11	Angela Lopez-del Rio, Alfons Nonell-Canals, David Vidal, Alexandre Perera-Lluna	Evaluation of Cross-Validation Strategies in Sequence-Based Binding Prediction Using Deep Learning.	J. Chem. Inf. Model.	2019	DBLP DOI BibTeX RDF
11	Pravin Ambure, Agnieszka Gajewicz-Skretna, M. Natália Dias Soeiro Cordeiro, Kunal Roy	New Workflow for QSAR Model Development from Small Data Sets: Small Dataset Curator and Small Dataset Modeler. Integration of Data Curation, Exhaustive Double Cross-Validation, and a Set of Optimal Model Selection Techniques.	J. Chem. Inf. Model.	2019	DBLP DOI BibTeX RDF
11	Shana Scogin, Sarah Petersen, Jeffrey Harden, Bruce A. Desmarais	modeLLtest: An R Package for Unbiased Model Comparison using Cross Validation.	J. Open Source Softw.	2019	DBLP DOI BibTeX RDF
11	Saeid Gholinejad, Amin Alizadeh Naeini, AliReza Amiri-Simkooei	Robust Particle Swarm Optimization of RFMs for High-Resolution Satellite Images Based on K-Fold Cross-Validation.	IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.	2019	DBLP DOI BibTeX RDF
11	Waleed A. Yousef	Estimating the Standard Error of Cross-Validation-Based Estimators of Classification Rules Performance.	CoRR	2019	DBLP BibTeX RDF
11	Yong Liu 0018, Jian Li 0040, Guangjun Wu, Lizhong Ding 0001, Weiping Wang 0005	Efficient Cross-Validation for Semi-Supervised Learning.	CoRR	2019	DBLP BibTeX RDF
11	William T. Stephenson, Tamara Broderick	Sparse Approximate Cross-Validation for High-Dimensional GLMs.	CoRR	2019	DBLP BibTeX RDF
11	Linning Xu, Feng Yin, Jiawei Zhang 0007, Zhi-Quan Luo, Shuguang Cui	A General O(n2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM.	CoRR	2019	DBLP BibTeX RDF
11	PierGianLuca Porta Mana	A relation between log-likelihood and cross-validation log-scores.	CoRR	2019	DBLP BibTeX RDF
11	Vito Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Claudio Pomo, Azzurra Ragone	On the discriminative power of Hyper-parameters in Cross-Validation and how to choose them.	CoRR	2019	DBLP BibTeX RDF
11	Mantas Lukosevicius, Arnas Uselis	Efficient Cross-Validation of Echo State Networks.	CoRR	2019	DBLP BibTeX RDF
11	Tomoyuki Obuchi, Ayaka Sakata	Cross validation in sparse linear regression with piecewise continuous nonconvex penalties and its acceleration.	CoRR	2019	DBLP BibTeX RDF
11	Wenjie Zheng	hv-Block Cross Validation is not a BIBD: a Note on the Paper by Jeff Racine (2000).	CoRR	2019	DBLP BibTeX RDF
11	Waleed A. Yousef	A Leisurely Look at Versions and Variants of the Cross Validation Estimator.	CoRR	2019	DBLP BibTeX RDF
11	Benyamin Ghojogh, Mark Crowley 0001	The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial.	CoRR	2019	DBLP BibTeX RDF
11	Amit Moscovich, Saharon Rosset	Rescaling and other forms of unsupervised preprocessing introduce bias into cross-validation.	CoRR	2019	DBLP BibTeX RDF
11	Måns Magnusson, Michael Riis Andersen, Johan Jonasson, Aki Vehtari	Bayesian leave-one-out cross-validation for large data.	CoRR	2019	DBLP BibTeX RDF
11	Yuta Saito, Shota Yasui	Counterfactual Cross-Validation: Effective Causal Model Selection from Observational Data.	CoRR	2019	DBLP BibTeX RDF
11	Akbar Dehghani, Tristan Glatard, Emad Shihab	Subject Cross Validation in Human Activity Recognition.	CoRR	2019	DBLP BibTeX RDF
11	Dorian Florescu, Matthew England 0001	Improved cross-validation for classifiers that make algorithmic choices to minimise runtime without compromising output correctness.	CoRR	2019	DBLP BibTeX RDF
11	Liang Guo, Jianya Liu, Ruodan Lu	Subsampling Bias and The Best-Discrepancy Systematic Cross Validation.	CoRR	2019	DBLP BibTeX RDF
11	Valentín Barral, Carlos J. Escudero, José Antonio García-Naya, Pedro Suárez-Casal	Environmental Cross-Validation of NLOS Machine Learning Classification/Mitigation with Low-Cost UWB Positioning Systems.	Sensors	2019	DBLP DOI BibTeX RDF
11	Yoo Jung Oh, Hee Sun Park, Young Min	Understanding location-based service application connectedness: Model development and cross-validation.	Comput. Hum. Behav.	2019	DBLP DOI BibTeX RDF
11	Reza Alizadeh, Liangyue Jia, Anand Balu Nellippallil, Guoxin Wang 0001, Jia Hao, Janet K. Allen, Farrokh Mistree	Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets.	Artif. Intell. Eng. Des. Anal. Manuf.	2019	DBLP DOI BibTeX RDF
11	Dhruv Shah, Ajit Rajwade	Projection Design for Compressive Source Separation Using Mean Errors and Cross-Validation.	ICIP	2019	DBLP DOI BibTeX RDF
11	Dorian Florescu, Matthew England 0001	Improved Cross-Validation for Classifiers that Make Algorithmic Choices to Minimise Runtime Without Compromising Output Correctness.	MACIS	2019	DBLP DOI BibTeX RDF
11	Sang Ho Lee 0001, Peijin Han, Russell K. Hales, K. Ranh Voong, Todd R. McNutt, Junghoon Lee	Identifying optimal input using multilevel radiomics and nested cross-validation for predicting pulmonary function in lung cancer patients treated with radiotherapy.	Medical Imaging: Computer-Aided Diagnosis	2019	DBLP DOI BibTeX RDF
11	Wouter M. Kouw, Jesse H. Krijthe, Marco Loog	Robust Importance-Weighted Cross-Validation Under Sample Selection Bias.	MLSP	2019	DBLP DOI BibTeX RDF