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 | 27 | 2021 |
Sampled Tikhonov regularization for large linear inverse problems JT Slagel, J Chung, M Chung, D Kozak, L Tenorio Inverse Problems 35 (11), 114008, 2019 | 26 | 2019 |
Stochastic subspace descent D Kozak, S Becker, A Doostan, L Tenorio arXiv preprint arXiv:1904.01145, 2019 | 25 | 2019 |
Zeroth-order optimization with orthogonal random directions D Kozak, C Molinari, L Rosasco, L Tenorio, S Villa Mathematical Programming 199 (1), 1179-1219, 2023 | 19 | 2023 |
Intraday load forecasts with uncertainty D Kozak, S Holladay, GE Fasshauer Energies 12 (10), 1833, 2019 | 5 | 2019 |
A nonstationary designer space-time kernel M McCourt, G Fasshauer, D Kozak arXiv preprint arXiv:1812.00173, 2018 | 3 | 2018 |
Iterative stochastic optimization for large-scale machine learning and statistical inverse problems DA Kozak Colorado School of Mines, 2020 | | 2020 |