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D. Burba

2 papers hereh-index 328 citations7 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
  • cs.LG2
same name
  • D. Burba — 12 papers, h 3

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 citedA Trainable Reconciliation Method for Hierarchical Time-Series

11 citations · 12 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 1 cited

Interpretable estimation of the risk of heart failure hospitalization from a 30-second electrocardiogram

Sergio González, Wan-Ting Hsieh, Davide Burba +4

Survival modeling in healthcare relies on explainable statistical models; yet, their underlying assumptions are often simplistic and, thus, unrealistic. Machine learning models can…

cs.LG2021★ 11 cited

A Trainable Reconciliation Method for Hierarchical Time-Series

Davide Burba, Trista Chen

In numerous applications, it is required to produce forecasts for multiple time-series at different hierarchy levels. An obvious example is given by the supply chain in which deman…

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