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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 2012 · math.PRShow all

2 papers · 2 filters

math.PR2012

Scaling Limits and Exit Law for Multiscale Diffusions

Sergio A. Almada Monter, Konatantinos Spiliopoulos

In this paper we study the fluctuations from the limiting behavior of small noise random perturbations of diffusions with multiple scales. The result is then applied to the exit pr…

math.PR2012★ 42 cited

Large Deviations and Importance Sampling for Systems of Slow-Fast Motion

Konstantinos Spiliopoulos

In this paper we develop the large deviations principle and a rigorous mathematical framework for asymptotically efficient importance sampling schemes for general, fully dependent…

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