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researcher

M. McCourt

12 papers hereh-index 161.9k citations68 works total

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

author position
  • first author1
  • middle author8
  • last author3

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML2
  • cs.CE1
  • cs.DC1
  • cs.MS1

identity via Semantic Scholar / OpenAlex

activity
20162021
most citedPractical Bayesian optimization in the presence of outliers

13 citations · 23 across the 6 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2019★ 1 cited

Sampling Humans for Optimizing Preferences in Coloring Artwork

Michael McCourt, Ian Dewancker

Many circumstances of practical importance have performance or success metrics which exist implicitly---in the eye of the beholder, so to speak. Tuning aspects of such problems req…

stat.ML2019

Bayesian Optimization with Approximate Set Kernels

Jungtaek Kim, Michael McCourt, Tackgeun You +2

We propose a practical Bayesian optimization method over sets, to minimize a black-box function that takes a set as a single input. Because set inputs are permutation-invariant, tr…

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