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David Kozak
David Kozak
Dirección de correo verificada de bnc.ox.ac.uk - Página principal
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Sampled Tikhonov regularization for large linear inverse problems
JT Slagel, J Chung, M Chung, D Kozak, L Tenorio
Inverse Problems 35 (11), 114008, 2019
262019
A stochastic subspace approach to gradient-free optimization in high dimensions
D Kozak, S Becker, A Doostan, L Tenorio
Computational Optimization and Applications 79 (2), 339-368, 2021
232021
Stochastic subspace descent
D Kozak, S Becker, A Doostan, L Tenorio
arXiv preprint arXiv:1904.01145, 2019
202019
Zeroth-order optimization with orthogonal random directions
D Kozak, C Molinari, L Rosasco, L Tenorio, S Villa
Mathematical Programming 199 (1), 1179-1219, 2023
132023
Intraday load forecasts with uncertainty
D Kozak, S Holladay, GE Fasshauer
Energies 12 (10), 1833, 2019
52019
A nonstationary designer space-time kernel
M McCourt, G Fasshauer, D Kozak
arXiv preprint arXiv:1812.00173, 2018
22018
Iterative stochastic optimization for large-scale machine learning and statistical inverse problems
DA Kozak
Colorado School of Mines, 2020
2020
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Artículos 1–7