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 2017Show all

2 papers · 1 filter

stat.ML2017★ 3 cited

Efficient and principled score estimation with Nyström kernel exponential families

Danica J. Sutherland, Heiko Strathmann, Michael Arbel +1

We propose a fast method with statistical guarantees for learning an exponential family density model where the natural parameter is in a reproducing kernel Hilbert space, and may…

stat.ML2017★ 2 cited

Fixing an error in Caponnetto and de Vito (2007)

Danica J. Sutherland

The seminal paper of Caponnetto and de Vito (2007) provides minimax-optimal rates for kernel ridge regression in a very general setting. Its proof, however, contains an error in it…