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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"
Cross-listing: Neurotree

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Michael I. Jordan grad student 2014 UC Berkeley (Neurotree)
 (Multiple Optimality Guarantees in Statistical Learning.)

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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
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