papers
Publications (11)
stat.ML2017
A Sub-Quadratic Exact Medoid Algorithm
James Newling, François Fleuret
stat.ML2016
Nested Mini-Batch K-Means
James Newling, François Fleuret
astro-ph.CO2011
Photometric Supernova Cosmology with BEAMS and SDSS-II
Renée Hlozek, Martin Kunz, Bruce Bassett +16
astro-ph.IM2012
BEAMS: separating the wheat from the chaff in supernova analysis
Martin Kunz, Renée Hlozek, Bruce A. Bassett +3
cs.DS2017
K-Medoids For K-Means Seeding
James Newling, François Fleuret
astro-ph.CO2014
Towards the Future of Supernova Cosmology
Michelle Lochner, Bruce A. Bassett, Melvin Varughese +4
astro-ph.CO2010
Results from the Supernova Photometric Classification Challenge
Richard Kessler, Bruce Bassett, Pavel Belov +24
astro-ph.IM2011
Parameter Estimation with BEAMS in the presence of biases and correlations
James Newling, Bruce. A. Bassett, Renée Hlozek +3
astro-ph.CO2014
Extending BEAMS to incorporate correlated systematic uncertainties
Michelle Lochner, Bruce A. Bassett, Melvin Varughese +4
stat.ML2016
Fast K-Means with Accurate Bounds
James Newling, François Fleuret
astro-ph.CO2010
Statistical Classification Techniques for Photometric Supernova Typing
James Newling, Melvin Varughese, Bruce A. Bassett +8