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Evan Byrne

4 papers hereh-index 4257 citations6 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 4 papers where every author was matched, so the position is known.

fields
  • cs.IT3
  • astro-ph.IM1

identity via Semantic Scholar / OpenAlex

activity
20152018
most citedSparse Multinomial Logistic Regression via Approximate Message Passing

15 citations · 29 across the 3 of their papers we have counts for

collaborators

4 papers

astro-ph.IM2018★ 14 cited

Asteroid mining with small spacecraft and its economic feasibility

Pablo Calla, Dan Fries, Chris Welch

Asteroid mining offers the possibility to revolutionize supply of resources vital for human civilization. Preliminary analysis suggests that Near-Earth Asteroids (NEA) contain enou…

cs.IT2017

Sketched Clustering via Hybrid Approximate Message Passing

Evan Byrne, Antoine Chatalic, Remi Gribonval +1

In sketched clustering, a dataset of T samples is first sketched down to a vector of modest size, from which the centroids are subsequently extracted. Advantages include i) reduc…

cs.IT2016

Vector Approximate Message Passing

Sundeep Rangan, Philip Schniter, Alyson K. Fletcher

The standard linear regression (SLR) problem is to recover a vector x0 from noisy linear observations y=Ax0+w. The approximate message pas…

cs.IT2015★ 15 cited

Sparse Multinomial Logistic Regression via Approximate Message Passing

Evan Byrne, Philip Schniter

For the problem of multi-class linear classification and feature selection, we propose approximate message passing approaches to sparse multinomial logistic regression (MLR). First…

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