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researcher

Jonathan W. Siegel

9 papers hereh-index 5126 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author4
  • last author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cond-mat.mtrl-sci1
  • math.NA1
  • math.OC1
  • math.ST1
same name
  • Jonathan W. Siegel — 22 papers, h 15
  • Jonathan W. Siegel — 5 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedEfficient Structure-Informed Featurization and Property Prediction of Ordered, Dilute, and Random Atomic Structures

6 citations · 11 across the 8 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

math.OC2025

Acceleration via silver step-size on Riemannian manifolds with applications to Wasserstein space

Jiyoung Park, Abhishek Roy, Jonathan W. Siegel +1

There is extensive literature on accelerating first-order optimization methods in a Euclidean setting. Under which conditions such acceleration is feasible in Riemannian optimizati…

math.ST2025

Optimal Recovery Meets Minimax Estimation

Ronald DeVore, Robert D. Nowak, Rahul Parhi +2

A fundamental problem in statistics and machine learning is to estimate a function f from possibly noisy observations of its point samples. The goal is to design a numerical algo…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.