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researcher

Davit Gogolashvili

6 papers hereh-index 224 citations8 works total

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

author position
  • sole author2
  • first author2
  • middle author2

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • math.ST2

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedWhen is Importance Weighting Correction Needed for Covariate Shift Adaptation?

2 citations · 4 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

stat.ML2023★ 2 cited

When is Importance Weighting Correction Needed for Covariate Shift Adaptation?

Davit Gogolashvili, Matteo Zecchin, Motonobu Kanagawa +2

This paper investigates when the importance weighting (IW) correction is needed to address covariate shift, a common situation in supervised learning where the input distributions…

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