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researcher

G. Dziugaite

35 papers hereh-index 286.3k citations73 works total

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

author position
  • first author3
  • middle author17
  • last author13

Across the 33 of 35 papers where every author was matched, so the position is known.

fields
  • cs.LG29
  • stat.ML4
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedTraining generative neural networks via Maximum Mean Discrepancy optimization

183 citations · 300 across the 17 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2026

Position: agentic AI orchestration should be Bayes-consistent

Theodore Papamarkou, Pierre Alquier, Matthias Bauer +27

LLMs excel at predictive tasks and complex reasoning tasks, but many high-value deployments rely on decisions under uncertainty, for example, which tool to call, which expert to co…

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