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researcher

Thomas G. Dietterich

34 papers hereh-index 7853.1k citations358 works total

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

author position
  • sole author3
  • first author5
  • middle author9
  • last author15

Across the 32 of 34 papers where every author was matched, so the position is known.

fields
  • cs.LG22
  • cs.AI7
  • cs.CV2
  • cs.CL1
  • cs.CY1
  • stat.ME1
same name
  • Thomas G. Dietterich — 1 paper, 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
19952023
most citedA Unifying Review of Deep and Shallow Anomaly Detection

897 citations · 2.1k across the 32 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

stat.ME2020

Three-quarter Sibling Regression for Denoising Observational Data

Shiv Shankar, Daniel Sheldon, Tao Sun +2

Many ecological studies and conservation policies are based on field observations of species, which can be affected by systematic variability introduced by the observation process.…

cs.LG2020★ 897 cited

A Unifying Review of Deep and Shallow Anomaly Detection

Lukas Ruff, Jacob R. Kauffmann, Robert A. Vandermeulen +5

Deep learning approaches to anomaly detection have recently improved the state of the art in detection performance on complex datasets such as large collections of images or text.…

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