Concepedia

César A. Uribe

CA

27

Publications

552

Citations

16

H-Index

2010

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Moscow Institute of Physics and Technology

Rice University

Arizona State University

Weierstrass Institute for Applied Analysis and Stochastics

César A. Uribe is an author at Massachusetts Institute of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceMathematical ProgrammingConvex OptimizationApproximation TheoryDistributed LearningDistributed OptimizationNetwork Analysis

Publications per year

2010–2023

27

Publications

27

Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters

Pavel Dvurechenskii, Darina Dvinskikh, Alexander Gasnikov et al. · Neural Information Processing Systems · 2018 · 52 citations

Mathematical Programming, Engineering, Machine Learning +17

On the Complexity of Approximating Wasserstein Barycenters

Alexey Kroshnin, Nazarii Tupitsa, Darina Dvinskikh et al. · arXiv (Cornell University) · 2019 · 42 citations · Full text

Mathematical Programming, Computational Complexity Theory, Engineering +6

Geometrically convergent distributed optimization with uncoordinated step-sizes

Angelia Nedić, Alex Olshevsky, Wei Shi et al. · 2017 · 35 citations · Full text

Mathematical Programming, Large-scale Global Optimization, Engineering +18

On the Complexity of Approximating Wasserstein Barycenter

Alexey Kroshnin, Darina Dvinskikh, Pavel Dvurechensky et al. · arXiv (Cornell University) · 2019 · 32 citations · Full text

Mathematical Programming, Computational Complexity Theory, Engineering +19

On Primal and Dual Approaches for Distributed Stochastic Convex Optimization over Networks

Darina Dvinskikh, Eduard Gorbunov, Alexander Gasnikov et al. · 2019 · 28 citations

Mathematical Programming, Engineering, Machine Learning +18

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