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Hristos Tyralis

22 papers hereh-index 10425 citations26 works total

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

author position
  • first author10
  • middle author10
  • last author2

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML5
  • stat.AP4
  • stat.ME3
  • cs.CY1
  • eess.SP1
same name
  • Hristos Tyralis — 6 papers, h 23

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
20212026
most citedA review of predictive uncertainty estimation with machine learning

158 citations · 341 across the 22 of their papers we have counts for

collaborators
Showing stat.MEShow all

3 papers · 1 filter

stat.ME2025

Loss functions arising from the index of agreement

Hristos Tyralis, Georgia Papacharalampous

We examine the theoretical properties of the index of agreement loss function LW​, the negatively oriented counterpart of Willmott's index of agreement, a common metric in enviro…

stat.ME2022

Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets

Georgia Papacharalampous, Hristos Tyralis

Regression-based frameworks for streamflow regionalization are built around catchment attributes that traditionally originate from catchment hydrology, flood frequency analysis and…

stat.ME2022★ 19 cited

Hydrological post-processing for predicting extreme quantiles

Hristos Tyralis, Georgia Papacharalampous

Hydrological post-processing using quantile regression algorithms constitutes a prime means of estimating the uncertainty of hydrological predictions. Nonetheless, conventional lar…

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