Comparative life-cycle assessment of Li-ion batteries through process-based and integrated hybrid approaches S Zhao, F You ACS sustainable chemistry & engineering 7 (5), 5082-5094, 2019 | 73 | 2019 |
Resilient supply chain design and operations with decision‐dependent uncertainty using a data‐driven robust optimization approach S Zhao, F You AIChE Journal 65 (3), 1006-1021, 2019 | 68 | 2019 |
Distributionally robust chance constrained programming with generative adversarial networks (GANs) S Zhao, F You AIChE Journal 66 (6), e16963, 2020 | 23 | 2020 |
NysADMM: faster composite convex optimization via low-rank approximation S Zhao, Z Frangella, M Udell International Conference on Machine Learning, 26824-26840, 2022 | 8 | 2022 |
An automatic system to detect equivalence between iterative algorithms S Zhao, L Lessard, M Udell arXiv preprint arXiv:2105.04684, 2021 | 6 | 2021 |
On the (linear) convergence of Generalized Newton Inexact ADMM Z Frangella, S Zhao, T Diamandis, B Stellato, M Udell arXiv preprint arXiv:2302.03863, 2023 | 2 | 2023 |
Sketchysgd: reliable stochastic optimization via randomized curvature estimates Z Frangella, P Rathore, S Zhao, M Udell arXiv preprint arXiv:2211.08597, 2022 | 2 | 2022 |
PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates Z Frangella, P Rathore, S Zhao, M Udell arXiv preprint arXiv:2309.02014, 2023 | 1 | 2023 |
SketchySGD: Reliable Stochastic Optimization via Robust Curvature Estimates. Z Frangella, P Rathore, S Zhao, M Udell arXiv preprint arXiv:2211.08597, 2022 | 1 | 2022 |
GeNIOS: an (almost) second-order operator-splitting solver for large-scale convex optimization T Diamandis, Z Frangella, S Zhao, B Stellato, M Udell arXiv preprint arXiv:2310.08333, 2023 | | 2023 |
New Perspectives on Continuous Optimization: Theory and Methodology S Zhao Cornell University, 2023 | | 2023 |
Detecting equivalence between iterative algorithms for optimization M Udell, S Zhao, L Lessard | | 2021 |