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researcher

Doug Sparks

5 papers hereh-index 7188 citations14 works total

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

author position
  • middle author4
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • math.PR1
  • math.ST1
  • stat.CO1

identity via Semantic Scholar / OpenAlex

activity
20142017
most citedMCMC-Based Inference in the Era of Big Data: A Fundamental Analysis of the Convergence Complexity of High-Dimensional Chains

52 citations · 57 across the 5 of their papers we have counts for

collaborators
Showing 2015 · stat.MEShow all

1 paper · 2 filters

stat.ME2015★ 1 cited

Scalable Bayesian shrinkage and uncertainty quantification for high-dimensional regression

Bala Rajaratnam, Doug Sparks, Kshitij Khare +1

Bayesian shrinkage methods have generated a lot of recent interest as tools for high-dimensional regression and model selection. These methods naturally facilitate tractable uncert…

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