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Nicolas Bousquet

7 papers hereh-index 385 citations11 works total

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

author position
  • sole author1
  • middle author5
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • math.ST2
  • cs.CV1
  • math.MG1
same name
  • Nicolas Bousquet — 12 papers, h 4
  • Nicolas Bousquet — 6 papers, h 3
  • Nicolas Bousquet — 2 papers, h 1
  • Nicolas Bousquet — 2 papers, h 1
  • Nicolas Bousquet — 1 paper, h 3

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
20122026
most citedBenchmarking XAI Explanations with Human-Aligned Evaluations

2 citations · 3 across the 6 of their papers we have counts for

collaborators
Showing math.STShow all

2 papers · 1 filter

math.ST2024

Computing conservative probabilities of rare events with surrogates

Nicolas Bousquet

This article provides a critical review of the main methods used to produce conservative estimators of probabilities of rare events, or critical failures, for reliability and certi…

math.ST2012★ 1 cited

Density modification based reliability sensitivity analysis

Paul Lemaître, Ekatarina Sergienko, Aurélie Arnaud +3

Sensitivity analysis of a numerical model, for instance simulating physical phenomena, is useful to quantify the influence of the inputs on the model responses. This paper proposes…

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