John C. Duchi
Affiliations: | Electrical Engineering | Stanford University, Palo Alto, CA | |
2014 | Electrical Engineering and Computer Sciences | University of California, Berkeley, Berkeley, CA, United States |
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"John Duchi"Mean distance: 14.44 (cluster 29) | S | N | B | C | P |
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Parents
Sign in to add mentorMichael I. Jordan | grad student | 2014 | UC Berkeley | |
(Multiple Optimality Guarantees in Statistical Learning.) |
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Publications
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Carmon Y, Duchi JC. (2020) First-Order Methods for Nonconvex Quadratic Minimization Siam Review. 62: 395-436 |
Asi H, Duchi JC. (2019) The importance of better models in stochastic optimization. Proceedings of the National Academy of Sciences of the United States of America. 116: 22924-22930 |
Asi H, Duchi JC. (2019) Stochastic (Approximate) Proximal Point Methods: Convergence, Optimality, and Adaptivity Siam Journal On Optimization. 29: 2257-2290 |
Carmon Y, Duchi JC. (2019) Gradient Descent Finds the Cubic-Regularized Nonconvex Newton Step Siam Journal On Optimization. 29: 2146-2178 |
Duchi JC, Ruan F. (2019) Solving (most) of a set of quadratic equalities: composite optimization for robust phase retrieval Information and Inference: a Journal of the Ima. 8: 471-529 |
Carmon Y, Duchi JC, Hinder O, et al. (2019) Lower bounds for finding stationary points II: first-order methods Mathematical Programming. 1-41 |
Carmon Y, Duchi JC, Hinder O, et al. (2019) Lower bounds for finding stationary points I Mathematical Programming. 1-50 |
Duchi JC, Ruan F. (2018) Stochastic Methods for Composite and Weakly Convex Optimization Problems Siam Journal On Optimization. 28: 3229-3259 |
Carmon Y, Duchi JC, Hinder O, et al. (2018) Accelerated Methods for NonConvex Optimization Siam Journal On Optimization. 28: 1751-1772 |
Duchi JC, Jordan MI, Wainwright MJ. (2018) Minimax Optimal Procedures for Locally Private Estimation Journal of the American Statistical Association. 113: 182-201 |