‪Charles Hernandez‬ - ‪Google Scholar‬

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Hongcheng LiuAssociate Professor, University of FloridaVerified email at ufl.edu

Charles Hernandez

Charles Hernandez

PhD Student, University of Florida

Verified email at ufl.edu

Optimization Statistical Learning Machine Learning High Dimensional Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Regularized sample average approximation for high-dimensional stochastic optimization under low-rankness HY Lee, C Hernandez, H Liu Journal of Global Optimization 85 (2), 257-282, 2023	4	2023
Training generalizable quantized deep neural nets C Hernandez, B Taslimi, HY Lee, H Liu, PM Pardalos Expert Systems with Applications 213, 118736, 2023	2	2023
Fully Polynomial-Time Randomized Approximation Schemes for Global Optimization of High-Dimensional Folded Concave Penalized Generalized Linear Models C Hernandez, H Lee, H Liu		2019
A Numerical Analysis of Flocking Based Distributed Stochastic Optimization Algorithms On Non-Convex Problems C Hernandez, A Garcia XIII GLOBAL OPTIMIZATION WORKSHOP GOW’16 4-8 September 2016 16, 167-170, 2016		2016

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