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Neural Networks : the Official Journal of the International Neural Network Society|November 1, 2023
To understand double descent, we need to understand VC theoryVladimir Cherkassky, Eng Hock LeeIEEE Transactions on Neural Networks and Learning Systems|April 26, 2024
Understanding Double Descent Using VC-Theoretical FrameworkEng Hock Lee, Vladimir CherkasskyACS Nano|October 22, 2025
Generalized Energy Band Alignment Model for van der Waals Heterostructures with a Charge Spillage DipoleSeungjun Lee, Eng Hock Lee, Young-Kyun Kwon, et al.Neural Computation|June 21, 2003
Comparison of model selection for regressionVladimir Cherkassky, Yunqian MaIEEE Transactions on Neural Networks|August 27, 2005
Multiple model regression estimationVladimir Cherkassky, Yunqian MaIEEE Transactions on Cybernetics|September 30, 2014
Development and evaluation of cost-sensitive universum-SVMSauptik Dhar, Vladimir CherkasskyNeural Networks : the Official Journal of the International Neural Network Society|May 16, 2009
Another look at statistical learning theory and regularizationVladimir Cherkassky, Yunqian MaNeural Networks : the Official Journal of the International Neural Network Society|December 24, 2003
Practical selection of SVM parameters and noise estimation for SVM regressionVladimir Cherkassky, Yunqian MaIEEE Transactions on Neural Networks and Learning Systems|May 9, 2014
Generalized SMO algorithm for SVM-based multitask learningFeng Cai, Vladimir CherkasskyNeural Networks : the Official Journal of the International Neural Network Society|May 11, 2020
Performance metrics for online seizure predictionHsiang-Han Chen, Vladimir CherkasskyPageof 3