Alekh Agarwal, Ph.D.
Affiliations: | 2012 | Electrical Engineering & Computer Sciences | University of California, Berkeley, Berkeley, CA, United States |
Google:
"Alekh Agarwal"Mean distance: 15.98 (cluster 29) | S | N | B | C | P |
Parents
Sign in to add mentorMartin Wainwright | grad student | 2012 | UC Berkeley | |
(Computational Trade-offs in Statistical Learning.) |
BETA: Related publications
See more...
Publications
You can help our author matching system! If you notice any publications incorrectly attributed to this author, please sign in and mark matches as correct or incorrect. |
Agarwal A, Anandkumar A, Jain P, et al. (2016) Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Siam Journal On Optimization. 26: 2775-2799 |
Agarwal A, Duchi JC. (2013) The generalization ability of online algorithms for dependent data Ieee Transactions On Information Theory. 59: 573-587 |
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 |
Duchi JC, Agarwal A, Johansson M, et al. (2012) Ergodic mirror descent Siam Journal On Optimization. 22: 1549-1578 |
Agarwal A, Bartlett PL, Ravikumar P, et al. (2012) Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization Ieee Transactions On Information Theory. 58: 3235-3249 |
Duchi JC, Agarwal A, Wainwright MJ. (2012) Dual averaging for distributed optimization: Convergence analysis and network scaling Ieee Transactions On Automatic Control. 57: 592-606 |