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researcher

F. Hernández

2 papers hereh-index 213 citations6 works total

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

author position
  • middle author2

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

fields
  • stat.ME1
  • stat.ML1
same name
  • F. Hernández — 6 papers, h 12
  • F. Hernández — 5 papers, h 5
  • F. Hernández — 3 papers, h 3
  • F. Hernández — 2 papers, h 3
  • F. Hernández — 1 paper, h 2
  • F. Hernández — 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

most citedTime-Series Imputation with Wasserstein Interpolation for Optimal Look-Ahead-Bias and Variance Tradeoff

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ME2022

Bayesian Imputation with Optimal Look-Ahead-Bias and Variance Tradeoff

Jose Blanchet, Fernando Hernandez, Viet Anh Nguyen +2

Missing time-series data is a prevalent problem in many prescriptive analytics models in operations management, healthcare and finance. Imputation methods for time-series data are…

stat.ML2021★ 1 cited

Time-Series Imputation with Wasserstein Interpolation for Optimal Look-Ahead-Bias and Variance Tradeoff

Jose Blanchet, Fernando Hernandez, Viet Anh Nguyen +2

Missing time-series data is a prevalent practical problem. Imputation methods in time-series data often are applied to the full panel data with the purpose of training a model for…

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