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Colin B. Clement

11 papers hereh-index 7567 citations21 works total

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

author position
  • first author5
  • middle author5

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cond-mat.stat-mech3
  • cs.IR2
  • physics.data-an2
  • cond-mat.dis-nn1
  • cs.LG1
  • cs.SE1
same name
  • Colin B. Clement — 12 papers, h 10
  • Colin B. Clement — 1 paper

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
20172024
most citedVisualizing probabilistic models: Intensive Principal Component Analysis

37 citations · 135 across the 10 of their papers we have counts for

collaborators
Showing 2019Show all

3 papers · 1 filter

cond-mat.stat-mech2019★ 12 cited

Visualizing probabilistic models in Minkowski space with intensive symmetrized Kullback-Leibler embedding

Han Kheng Teoh, Katherine N. Quinn, Jaron Kent-Dobias +3

We show that the predicted probability distributions for any N-parameter statistical model taking the form of an exponential family can be explicitly and analytically embedded is…

physics.data-an2019★ 4 cited

Reconstruction of Current Densities from Magnetic Images by Bayesian Inference

Colin B. Clement, James P. Sethna, Katja C. Nowack

Electronic transport is at the heart of many phenomena in condensed matter physics and material science. Magnetic imaging is a non-invasive tool for detecting electric current in m…

cs.IR2019★ 23 cited

On the Use of ArXiv as a Dataset

Colin B. Clement, Matthew Bierbaum, Kevin P. O'Keeffe +1

The arXiv has collected 1.5 million pre-print articles over 28 years, hosting literature from scientific fields including Physics, Mathematics, and Computer Science. Each pre-print…

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