136 citations · 243 across the 8 of their papers we have counts for
9 papers
Extreme classification: beating chance with one training example from each class
Kevin Bleakley, Aaditya Ramdas
We study a minimal classification problem: Given independent labeled observations and from two unknown distributions , and given an independent target …
Post Hoc Inference for Component Attribution in Multivariate Change-Point Detection
Dhia-Elhaq Ouerfelli, Sylvain Arlot, Kevin Bleakley +1
We consider the post-detection analysis of change-points for multivariate time series, with the goal of identifying which coordinates are responsible for a detected change. After a…
Extreme change-point detection
Kevin Bleakley
We examine rules for predicting whether a point in generated from a 50-50 mixture of two different probability distributions came from one distribution or the other, g…
Increased adaptive immune responses and proper feedback regulation protect against clinical dengue
Etienne Simon-Loriere, Veasna Duong, Ahmed Tawfik +11
Dengue is the most prevalent arthropod-borne viral disease. Clinical symptoms of dengue virus (DENV) infection range from classical mild dengue fever to severe, life-threatening de…
The Statistical Performance of Collaborative Inference
Gérard Biau, Kevin Bleakley, Benoit Cadre
The statistical analysis of massive and complex data sets will require the development of algorithms that depend on distributed computing and collaborative inference. Inspired by t…
Long signal change-point detection
Gérard Biau, Kevin Bleakley, David Mason
The detection of change-points in a spatially or time ordered data sequence is an important problem in many fields such as genetics and finance. We derive the asymptotic distributi…