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researcher

G. Huerta

2 papers hereh-index 151.1k citations53 works total

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

author position
  • first author1
  • middle author1

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

fields
  • math.OC1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

works on
gibbs posterior 1inverse problems 1optimal transport 1oscillatory data 1sinkhorn algorithm 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

math.OC2026

Symmetrized Sinkhorn-Gibbs Inference for Oscillatory Inverse Problems

Gabriel Huerta, Mohammad Motamed

The paper proposes a symmetrized Sinkhorn‑Gibbs inference method that normalizes signed oscillatory signals and uses a symmetrized Sinkhorn loss within a Gibbs posterior to improve…

stat.ME2024

Elastic Bayesian Model Calibration

Devin Francom, J. Derek Tucker, Gabriel Huerta +2

Functional data are ubiquitous in scientific modeling. For instance, quantities of interest are modeled as functions of time, space, energy, density, etc. Uncertainty quantificatio…

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