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researcher

David Edwin Carlson

Duke University

19 papers hereh-index 293.3k citations69 works total

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

author position
  • first author2
  • middle author7
  • last author10

Across the 19 of 19 papers where every author was matched, so the position is known.

fields
  • stat.ML10
  • cs.LG5
  • cs.CV1
  • cs.MM1
  • q-bio.QM1
  • stat.CO1
affiliations
  • Duke University
HomepageORCID 0000-0003-1005-6385

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedPreconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks

156 citations · 367 across the 18 of their papers we have counts for

collaborators
Showing stat.COShow all

1 paper · 1 filter

stat.CO2016★ 24 cited

Stochastic Bouncy Particle Sampler

Ari Pakman, Dar Gilboa, David Carlson +1

We introduce a novel stochastic version of the non-reversible, rejection-free Bouncy Particle Sampler (BPS), a Markov process whose sample trajectories are piecewise linear. The al…

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