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Ilias Bilionis

18 papers hereh-index 303.1k citations135 works total

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

author position
  • first author1
  • middle author10
  • last author7

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • physics.comp-ph3
  • stat.ML3
  • physics.data-an2
  • cs.AI1
  • cs.LG1
same name
  • Ilias Bilionis — 6 papers, h 2
  • Ilias Bilionis — 2 papers, h 1
  • Ilias Bilionis — 1 paper, h 1

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
20162023
most citedPhysics-informed Information Field Theory for Modeling Physical Systems with Uncertainty Quantification

18 citations · 35 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2019★ 4 cited

Learning Personalized Thermal Preferences via Bayesian Active Learning with Unimodality Constraints

Nimish Awalgaonkar, Ilias Bilionis, Xiaoqi Liu +2

Thermal preferences vary from person to person and may change over time. The main objective of this paper is to sequentially pose intelligent queries to occupants in order to optim…

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