Sledovat
Cristobal Guzman
Název
Citace
Citace
Rok
On lower complexity bounds for large-scale smooth convex optimization
C Guzmán, A Nemirovski
Journal of Complexity 31 (1), 1-14, 2015
912015
Stability of Stochastic Gradient Descent on Nonsmooth Convex Losses
R Bassily, V Feldman, C Guzmán, K Talwar
NeurIPS, 2020
812020
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
77*2017
Lower Bounds for Parallel and Randomized Convex Optimization
J Diakonikolas, C Guzmán
Journal of Machine Learning Research 21 (5), 1-31, 2020
332020
The complexity of nonconvex-strongly-concave minimax optimization
S Zhang, J Yang, C Guzmán, N Kiyavash, N He
UAI 2021, 2021
262021
Non-euclidean differentially private stochastic convex optimization
R Bassily, C Guzmán, A Nandi
COLT 2021 134, 474-499, 2021
262021
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
252017
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
212017
Differentially private stochastic optimization: New results in convex and non-convex settings
R Bassily, C Guzmán, M Menart
Advances in Neural Information Processing Systems 34, 9317-9329, 2021
192021
Optimal Affine-Invariant Smooth Minimization Algorithms
A d'Aspremont, C Guzmán, M Jaggi
SIAM Journal on Optimization 28 (3), 2384-2405, 2018
19*2018
Network congestion control with Markovian multipath routing
R Cominetti, C Guzmán
Mathematical Programming 147 (1-2), 231-251, 2014
152014
Network pricing: How to induce optimal flows under strategic link operators
J Correa, C Guzmán, T Lianeas, E Nikolova, M Schröder
Operations research 70 (1), 472-489, 2022
14*2022
Complementary Composite Minimization, Small Gradients in General Norms, and Applications to Regression Problems
J Diakonikolas, C Guzmán
arXiv preprint arXiv:2101.11041, 2021
72021
An optimal algorithm for strict circular seriation
S Armstrong, C Guzmán, CA Sing-Long
SIAM Journal on Mathematics of Data Science (SIMODS) https://doi.org/10.1137 …, 2021
62021
A Stochastic Halpern Iteration with Variance Reduction for Stochastic Monotone Inclusion Problems
X Cai, C Song, C Guzmán, J Diakonikolas
arXiv preprint arXiv:2203.09436, 2022
42022
Optimal Algorithms for Differentially Private Stochastic Monotone Variational Inequalities and Saddle-Point Problems
D Boob, C Guzmán
arXiv preprint arXiv:2104.02988, 2021
32021
Fast, Deterministic and Sparse Dimensionality Reduction
D Dadush, C Guzmán, N Olver
Proceedings of the Twenty-Ninth Annual ACM-SIAM Symposium on Discrete …, 2018
32018
A sequential Stackelberg game for dynamic inspection problems
C Guzman, J Riffo, C Telha, M Van Vyve
European Journal of Operational Research 302 (2), 727-739, 2022
22022
Differentially Private Generalized Linear Models Revisited
R Arora, R Bassily, C Guzmán, M Menart, E Ullah
arXiv preprint arXiv:2205.03014, 2022
22022
Information, Complexity and Structure in Convex Optimization
C Guzmán
Georgia Institute of Technology, 2015
22015
Systém momentálně nemůže danou operaci provést. Zkuste to znovu později.
Články 1–20