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researcher

Kris Sankaran

University of Wisconsin - Madison

14 papers hereh-index 131.6k citations35 works total

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

author position
  • sole author2
  • first author6
  • middle author2
  • last author4

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • stat.AP7
  • cs.LG3
  • stat.CO2
  • q-bio.GN1
  • stat.ME1
affiliations
  • University of Wisconsin - Madison
Homepage
same name
  • Kris Sankaran — 1 paper

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
20162023
most citedHierarchical Importance Weighted Autoencoders

5 citations · 12 across the 13 of their papers we have counts for

collaborators
Showing stat.COShow all

2 papers · 1 filter

stat.CO2022

Bootstrap Confidence Regions for Learned Feature Embeddings

Kris Sankaran

Algorithmic feature learners provide high-dimensional vector representations for non-matrix structured signals, like images, audio, text, and graphs. Low-dimensional projections de…

stat.CO2021

Measuring the Stability of Learned Features

Kris Sankaran

Many modern datasets don't fit neatly into n×p matrices, but most techniques for measuring statistical stability expect rectangular data. We study methods for stability as…

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