Sahand N. Negahban, Ph.D.
Affiliations: | 2012 | Electrical Engineering & Computer Sciences | University of California, Berkeley, Berkeley, CA, United States |
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"Sahand Negahban"Mean distance: 15.98 (cluster 29) | S | N | B | C | P |
Parents
Sign in to add mentor| Martin Wainwright | grad student | 2012 | UC Berkeley | |
| (Structured Estimation In High-Dimensions.) | ||||
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Publications
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| Chen N, Lee DKK, Negahban SN. (2019) Super-resolution estimation of cyclic arrival rates Annals of Statistics. 47: 1754-1775 |
| Elenberg ER, Khanna R, Dimakis AG, et al. (2018) Restricted strong convexity implies weak submodularity Annals of Statistics. 46: 3539-3568 |
| Shaham U, Yamada Y, Negahban S. (2018) Understanding Adversarial Training: Increasing Local Stability of Neural Nets through Robust Optimization Neurocomputing. 307: 195-204 |
| Negahban S, Oh S, Shah D. (2017) Rank Centrality: Ranking from Pairwise Comparisons Operations Research. 65: 266-287 |
| Agarwal A, Negahban SN, Wainwright MJ. (2014) Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions 2014 48th Annual Conference On Information Sciences and Systems, Ciss 2014 |
| Brink H, Richards JW, Poznanski D, et al. (2013) Using machine learning for discovery in synoptic survey imaging data Monthly Notices of the Royal Astronomical Society. 435: 1047-1060 |
| Negahban SN, Ravikumar P, Wainwright MJ, et al. (2012) A unified framework for high-dimensional analysis of m-estimators with decomposable regularizers Statistical Science. 27: 538-557 |
| Agarwal A, Negahban S, Wainwright MJ. (2012) Fast global convergence of gradient methods for high-dimensional statistical recovery Annals of Statistics. 40: 2452-2482 |
| Agarwal A, Negahban S, Wainwright MJ. (2012) Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions Annals of Statistics. 40: 1171-1197 |
| Agarwal A, Negahban S, Wainwright MJ. (2012) FASt global convergence of gradient methods for solving regularized M-estimation 2012 Ieee Statistical Signal Processing Workshop, Ssp 2012. 409-412 |