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Nicholas Oune

3 papers hereh-index 4105 citations6 works total

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

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedLatent Map Gaussian Processes for Mixed Variable Metamodeling

41 citations · 42 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2026

Infant Fingerprints: Quality Assessment & Recognition

João L. H. Dall Agnol, Dalcimar Casanova, Rodrigo Minetto +4

Infant fingerprint recognition is hindered by a combination of physiological characteristics, such as small ridge width and spacing, and acquisition challenges that include involun…

stat.ML2022★ 1 cited

Data Fusion with Latent Map Gaussian Processes

Nicholas Oune, Jonathan Tammer Eweis-Labolle, Ramin Bostanabad

Multi-fidelity modeling and calibration are data fusion tasks that ubiquitously arise in engineering design. In this paper, we introduce a novel approach based on latent-map Gaussi…

stat.ML2021★ 41 cited

Latent Map Gaussian Processes for Mixed Variable Metamodeling

Nicholas Oune, Ramin Bostanabad

Gaussian processes (GPs) are ubiquitously used in sciences and engineering as metamodels. Standard GPs, however, can only handle numerical or quantitative variables. In this paper,…

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