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Geoff Pleiss

32 papers hereh-index 2314.8k citations39 works total

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

author position
  • first author6
  • middle author24
  • last author2

Across the 32 of 32 papers where every author was matched, so the position is known.

fields
  • cs.LG23
  • stat.ML5
  • cs.CV3
  • cond-mat.str-el1
same name
  • Geoff Pleiss — 7 papers, h 3
  • Geoff Pleiss — 3 papers, h 2
  • Geoff Pleiss — 3 papers, h 3
  • Geoff Pleiss — 3 papers, h 2

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
20162024
most citedOn Calibration of Modern Neural Networks

1.7k citations · 3.2k across the 31 of their papers we have counts for

collaborators
Showing 2024 · stat.MLShow all

1 paper · 2 filters

stat.ML2024

Theoretical Limitations of Ensembles in the Age of Overparameterization

Niclas Dern, John P. Cunningham, Geoff Pleiss

Classic ensembles generalize better than any single component model. In contrast, recent empirical studies find that modern ensembles of (overparameterized) neural networks may not…

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