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Jonathan Niles-Weed

13 papers hereh-index 8897 citations13 works total

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

author position
  • first author2
  • middle author5
  • last author6

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • math.ST4
  • math.CO2
  • stat.ML2
  • cs.DS1
same name
  • Jonathan Niles-Weed — 11 papers, h 7
  • Jonathan Niles-Weed — 10 papers, h 9
  • Jonathan Niles-Weed — 6 papers, h 3
  • Jonathan Niles-Weed — 4 papers, h 2
  • Jonathan Niles-Weed — 4 papers, h 3
  • Jonathan Niles-Weed — 4 papers, h 3

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
20172025
most citedEarly-Learning Regularization Prevents Memorization of Noisy Labels

261 citations · 347 across the 12 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025

Trajectory Inference with Smooth Schrödinger Bridges

Wanli Hong, Yuliang Shi, Jonathan Niles-Weed

Motivated by applications in trajectory inference and particle tracking, we introduce Smooth Schrödinger Bridges. Our proposal generalizes prior work by allowing the reference proc…

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