Cristobal Guzman
Cristobal Guzman
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On lower complexity bounds for large-scale smooth convex optimization
C Guzmán, A Nemirovski
Journal of Complexity 31 (1), 1-14, 2015
Statistical query algorithms for mean vector estimation and stochastic convex optimization
V Feldman, C Guzmán, S Vempala
Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete …, 2017
Lower Bounds on the Oracle Complexity of Nonsmooth Convex Optimization via Information Theory
G Braun, C Guzmán, S Pokutta
IEEE Transactions on Information Theory (DOI:10.1109/TIT.2017.2701343), 2017
Optimal Affine-Invariant Smooth Minimization Algorithms
A d'Aspremont, C Guzmán, M Jaggi
SIAM Journal on Optimization 28 (3), 2384-2405, 2018
New upper bounds for the density of translative packings of three-dimensional convex bodies with tetrahedral symmetry
M Dostert, C Guzmán, F Vallentin
Discrete & Computational Geometry (DOI: 10.1007/s00454-017-9882-y), 2017
Network congestion control with Markovian multipath routing
R Cominetti, C Guzmán
Mathematical Programming 147 (1-2), 231-251, 2014
Lower Bounds for Parallel and Randomized Convex Optimization
J Diakonikolas, C Guzmán
Journal of Machine Learning Research 21 (5), 1-31, 2020
Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses
R Bassily, V Feldman, C Guzmán, K Talwar
NeurIPS, 2020
Network Pricing: How to Induce Optimal Flows Under Strategic Link Operators
J Correa, C Guzmán, T Lianeas, E Nikolova, M Schröder
Proceedings of the 2018 ACM Conference on Economics and Computation, 375-392, 2018
Fast, Deterministic and Sparse Dimensionality Reduction
D Dadush, C Guzmán, N Olver
Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete …, 2018
Information, Complexity and Structure in Convex Optimization
C Guzmán
Georgia Institute of Technology, 2015
Complementary Composite Minimization, Small Gradients in General Norms, and Applications to Regression Problems
J Diakonikolas, C Guzmán
arXiv preprint arXiv:2101.11041, 2021
Open Problem: The Oracle Complexity of Smooth Convex Optimization in Nonstandard Settings
C Guzmán
COLT 2015 40, 1761–1763, 2015
Un Modelo de Equilibrio para Ruteo y Control de Flujo en Redes de Comunicaciones
CA Guzmán Paredes
Universidad de Chile, 2010
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