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researcher

M. Binois

29 papers hereh-index 181.3k citations57 works total

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

author position
  • first author11
  • middle author16
  • last author1

Across the 28 of 29 papers where every author was matched, so the position is known.

fields
  • math.OC11
  • stat.ME7
  • stat.ML4
  • stat.AP2
  • cond-mat.soft1
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedPractical heteroskedastic Gaussian process modeling for large simulation experiments

184 citations · 318 across the 26 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2024

Improving Policy-Oriented Agent-Based Modeling with History Matching: A Case Study

David O'Gara, Cliff C. Kerr, Daniel J. Klein +3

Advances in computing power and data availability have led to growing sophistication in mechanistic mathematical models of social dynamics. Increasingly these models are used to in…

stat.AP2023

Trajectory-oriented optimization of stochastic epidemiological models

Arindam Fadikar, Mickael Binois, Nicholson Collier +3

Epidemiological models must be calibrated to ground truth for downstream tasks such as producing forward projections or running what-if scenarios. The meaning of calibration change…

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