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researcher

Eric Eaton

3 papers here

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.PR1
  • physics.med-ph1
same name
  • Eric Eaton — 3 papers, h 30

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
20142019
most citedOnline Contrastive Divergence with Generative Replay: Experience Replay without Storing Data

18 citations · 20 across the 3 of their papers we have counts for

collaborators

3 papers

physics.med-ph2019★ 1 cited

Artificial Intelligence for Pediatric Ophthalmology

Julia E. Reid, Eric Eaton

PURPOSE OF REVIEW: Despite the impressive results of recent artificial intelligence (AI) applications to general ophthalmology, comparatively less progress has been made toward sol…

cs.LG2016★ 18 cited

Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data

Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton +2

Conceived in the early 1990s, Experience Replay (ER) has been shown to be a successful mechanism to allow online learning algorithms to reuse past experiences. Traditionally, ER ca…

math.PR2014★ 1 cited

On the Degree Distribution of Pólya Urn Graph Processes

Rasul Tutunov, Haitham Bou Ammar, Ali Jadbabaie +1

This paper presents a tighter bound on the degree distribution of arbitrary Pólya urn graph processes, proving that the proportion of vertices with degree d obeys a power-law dis…

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