Concepedia

Jonathan Weed

JW

Statistics

Publications

15

Citations

667

H-Index

13

Active since

2015

Affiliations

Massachusetts Institute of Technology(Current)

Moscow Institute of Thermal Technology

Harvard University Press

Broad Institute

Jonathan Weed is an author at Massachusetts Institute of Technology specializing in mathematics, machine learning, and optimal transport.

Publications per year

2015–2019

15

Publications

15

Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration

Jason M. Altschuler, Jonathan Weed, Philippe Rigollet · arXiv (Cornell University) · 2017 · 211 citations · Full text

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Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration

Jason M. Altschuler, Jonathan Weed, Philippe Rigollet · DSpace@MIT (Massachusetts Institute of Technology) · 2017 · 125 citations · Full text

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Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance

Jonathan Weed, Francis Bach · Bernoulli · 2019 · 54 citations · Full text

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Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem

Gonzalo E. Mena, Jonathan Weed · arXiv (Cornell University) · 2019 · 42 citations · Full text

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Estimation of smooth densities in Wasserstein distance

Jonathan Weed, Quentin Berthet · arXiv (Cornell University) · 2019 · 38 citations · Full text

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