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researcher

Vincent Guan

5 papers hereh-index 448 citations8 works total

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

author position
  • first author3
  • middle author2

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1
  • math.PR1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedIdentifying Drift, Diffusion, and Causal Structure from Temporal Snapshots

3 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing math.PRShow all

1 paper · 1 filter

math.PR2026

Gradient-flow SDEs have unique transient population dynamics

Vincent Guan, Joseph Janssen, Nicolas Lanzetti +3

Identifying the drift and diffusion of an SDE from its population dynamics is a notoriously challenging task. Researchers in machine learning and single-cell biology have only been…

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