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Justin A. Sirignano

19 papers hereh-index 163.9k citations31 works total

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

author position
  • sole author1
  • first author11
  • middle author4
  • last author3

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • math.PR7
  • math.OC1
  • q-fin.MF1
  • q-fin.RM1
  • q-fin.ST1
same name
  • Justin A. Sirignano — 10 papers, h 4
  • Justin A. Sirignano — 9 papers, h 4

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
20112026
most citedDGM: A deep learning algorithm for solving partial differential equations

2.3k citations · 2.3k across the 9 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

math.PR2013

Fluctuation Analysis for the Loss From Default

Konstantinos Spiliopoulos, Justin A. Sirignano, Kay Giesecke

We analyze the fluctuation of the loss from default around its large portfolio limit in a class of reduced-form models of correlated firm-by-firm default timing. We prove a weak co…

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