Jonathan Niles-Weed
Scholar

Jonathan Niles-Weed

Google Scholar ID: 5Vls5NAAAAAJ
New York University
statisticsprobabilitymathematics of data scienceoptimal transport
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Citations & Impact
All-time
Citations
4,730
 
H-index
32
 
i10-index
51
 
Publications
20
 
Co-authors
11
list available
Contact
GitHubOpen ↗
Publications
6 items
Reweighted information inequalities
2026
Cited
0
Besting Good--Turing: Optimality of Non-Parametric Maximum Likelihood for Distribution Estimation
2025
Cited
0
Trajectory Inference with Smooth Schr""odinger Bridges
2025
Cited
0
Learning large softmax mixtures with warm start EM
arXiv.org · 2024
Cited
0
Convergence of Unadjusted Langevin in High Dimensions: Delocalization of Bias
arXiv.org · 2024
Cited
3
Approximate independence of permutation mixtures
arXiv.org · 2024
Cited
1
Resume (English only)
Background
  • Associate Professor of Mathematics and Data Science at the Courant Institute of Mathematical Sciences and the Center for Data Science, New York University
  • Core member of the Math and Data and STAT groups
  • Research focuses on statistics, probability, and the mathematics of data science
  • Specializes in statistical and computational problems arising from data with geometric structure
  • Recent work centers on developing a statistical theory of optimal transport
Co-authors
11 total
Philippe Rigollet
Philippe Rigollet
Massachusetts Institute of Technology
Aram-Alexandre Pooladian
Aram-Alexandre Pooladian
Yale University
Jason M. Altschuler
Jason M. Altschuler
UPenn
Francis Bach
Francis Bach
Inria - Ecole Normale Supérieure
Sinho Chewi
Sinho Chewi
Yale University
Carlos Fernandez-Granda
Carlos Fernandez-Granda
Courant Institute and Center for Data Science, New York University
Ilias Zadik
Ilias Zadik
Assistant Professor, Yale University, Department of Statistics and Data Science
Tudor Manole
Tudor Manole
Massachusetts Institute of Technology