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Alekh Agarwal, Ph.D. - Publications

Affiliations: 
2012 Electrical Engineering & Computer Sciences University of California, Berkeley, Berkeley, CA, United States 
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7 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2016 Agarwal A, Anandkumar A, Jain P, Netrapalli P. Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization Siam Journal On Optimization. 26: 2775-2799. DOI: 10.1137/140979861  0.325
2013 Agarwal A, Duchi JC. The generalization ability of online algorithms for dependent data Ieee Transactions On Information Theory. 59: 573-587. DOI: 10.1109/Tit.2012.2212414  0.339
2012 Agarwal A, Negahban S, Wainwright MJ. Fast global convergence of gradient methods for high-dimensional statistical recovery Annals of Statistics. 40: 2452-2482. DOI: 10.1214/12-Aos1032  0.608
2012 Agarwal A, Negahban S, Wainwright MJ. Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions Annals of Statistics. 40: 1171-1197. DOI: 10.1214/12-Aos1000  0.616
2012 Duchi JC, Agarwal A, Johansson M, Jordan MI. Ergodic mirror descent Siam Journal On Optimization. 22: 1549-1578. DOI: 10.1137/110836043  0.51
2012 Agarwal A, Bartlett PL, Ravikumar P, Wainwright MJ. Information-theoretic lower bounds on the oracle complexity of stochastic convex optimization Ieee Transactions On Information Theory. 58: 3235-3249. DOI: 10.1109/Tit.2011.2182178  0.478
2012 Duchi JC, Agarwal A, Wainwright MJ. Dual averaging for distributed optimization: Convergence analysis and network scaling Ieee Transactions On Automatic Control. 57: 592-606. DOI: 10.1109/Tac.2011.2161027  0.467
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