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researcher

Vincent Guan

6 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 author4
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.CR1
  • 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.STShow all

1 paper · 1 filter

math.ST2025

Path-Dependent SDEs: Solutions and Parameter Estimation

Pardis Semnani, Vincent Guan, Elina Robeva +1

We develop a consistent method for estimating the parameters of a rich class of path-dependent SDEs, called signature SDEs, which can model general path-dependent phenomena. Path s…

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