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researcher

K. Spiliopoulos

74 papers hereh-index 305.7k citations174 works total

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

author position
  • sole author12
  • first author5
  • middle author5
  • last author52

Across the 74 of 74 papers where every author was matched, so the position is known.

fields
  • math.PR46
  • q-fin.RM6
  • stat.ME5
  • cs.LG4
  • q-fin.MF4
  • math.DS2
same name
  • K. Spiliopoulos — 5 papers, h 0
  • K. Spiliopoulos — 3 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
20082023
most citedDGM: A deep learning algorithm for solving partial differential equations

2.3k citations · 2.7k across the 51 of their papers we have counts for

collaborators
Showing 2011 · math.PRShow all

1 paper · 2 filters

math.PR2011★ 63 cited

Importance Sampling for Multiscale Diffusions

Paul Dupuis, Konstantinos Spiliopoulos, Hui Wang

We construct importance sampling schemes for stochastic differential equations with small noise and fast oscillating coefficients. Standard Monte Carlo methods perform poorly for t…

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