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researcher

M. Ludkovski

45 papers hereh-index 232k citations97 works total

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

author position
  • sole author4
  • first author11
  • middle author3
  • last author27

Across the 45 of 45 papers where every author was matched, so the position is known.

fields
  • math.OC7
  • q-fin.CP6
  • stat.ML6
  • q-fin.TR5
  • stat.ME4
  • stat.AP3

identity via Semantic Scholar / OpenAlex

activity
20072026
most citedPractical heteroskedastic Gaussian process modeling for large simulation experiments

184 citations · 540 across the 36 of their papers we have counts for

collaborators
Showing 2013Show all

2 papers · 1 filter

q-fin.CP2013★ 25 cited

Sequential Design for Optimal Stopping Problems

Robert B. Gramacy, Mike Ludkovski

We propose a new approach to solve optimal stopping problems via simulation. Working within the backward dynamic programming/Snell envelope framework, we augment the methodology of…

stat.CO2013★ 13 cited

Sequential Bayesian Inference in Hidden Markov Stochastic Kinetic Models with Application to Detection and Response to Seasonal Epidemics

Junjing Lin, Michael Ludkovski

We study sequential Bayesian inference in stochastic kinetic models with latent factors. Assuming continuous observation of all the reactions, our focus is on joint inference of th…

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