Benjamin Recht
Affiliations: | Electrical Engineering and Computer Science | University of California, Berkeley, Berkeley, CA, United States |
Area:
Control, Intelligent Systems, and Robotics (CIR); Signal Processing (SP); Machine Learning (ML); Optimization (OPT)Google:
"Benjamin Recht"Cross-listing: Computer Science Tree
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Publications
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| Dean S, Mania H, Matni N, et al. (2020) On the Sample Complexity of the Linear Quadratic Regulator Foundations of Computational Mathematics. 20: 633-679 |
| Lee JD, Panageas I, Piliouras G, et al. (2019) First-order methods almost always avoid strict saddle points Mathematical Programming. 176: 311-337 |
| Boyd N, Hastie T, Boyd S, et al. (2018) Saturating Splines and Feature Selection. Journal of Machine Learning Research : Jmlr. 18 |
| Oymak S, Recht B, Soltanolkotabi M. (2018) Sharp Time–Data Tradeoffs for Linear Inverse Problems Ieee Transactions On Information Theory. 64: 4129-4158 |
| Oymak S, Recht B, Soltanolkotabi M. (2018) Isometric sketching of any set via the Restricted Isometry Property Information and Inference: a Journal of the Ima. 7: 707-726 |
| DeMasi O, Kording K, Recht B. (2017) Meaningless comparisons lead to false optimism in medical machine learning. Plos One. 12: e0184604 |
| Mania H, Pan X, Papailiopoulos D, et al. (2017) Perturbed Iterate Analysis for Asynchronous Stochastic Optimization Siam Journal On Optimization. 27: 2202-2229 |
| Boyd N, Schiebinger G, Recht B. (2016) The alternating descent conditional gradient method for sparse inverse problems 2015 Ieee 6th International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2015. 57-60 |
| Lessard L, Recht B, Packard A. (2016) Analysis and design of optimization algorithms via integral quadratic constraints Siam Journal On Optimization. 26: 57-95 |
| Schiebinger G, Robeva E, Recht B. (2016) Superresolution without separation 2015 Ieee 6th International Workshop On Computational Advances in Multi-Sensor Adaptive Processing, Camsap 2015. 45-48 |