researcher

Danica J. Sutherland

University of British Columbia

31 papers hereh-index 265.5k citations55 works total

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

author position

sole author1
first author3
middle author17
last author9

Across the 30 of 31 papers where every author was matched, so the position is known.

fields

affiliations

University of British Columbia

Homepage

same name

Danica J. Sutherland — 15 papers, h 7
Danica J. Sutherland — 5 papers
Danica J. Sutherland — 5 papers, h 4
Danica J. Sutherland — 4 papers, h 2
Danica J. Sutherland — 2 papers, h 1

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

20122023

most citedA Machine Learning Approach for Dynamical Mass Measurements of Galaxy Clusters

81 citations · 540 across the 31 of their papers we have counts for

collaborators

Showing 2015Show all

2 papers · 1 filter

astro-ph.CO2015★ 56 cited

Dynamical Mass Measurements of Contaminated Galaxy Clusters Using Machine Learning

M. Ntampaka, H. Trac, D. J. Sutherland +3

We study dynamical mass measurements of galaxy clusters contaminated by interlopers and show that a modern machine learning (ML) algorithm can predict masses by better than a facto…

cs.LG2015★ 35 cited

On the Error of Random Fourier Features

Danica J. Sutherland, Jeff Schneider

Kernel methods give powerful, flexible, and theoretically grounded approaches to solving many problems in machine learning. The standard approach, however, requires pairwise evalua…