Brendan van Rooyen

Publication Activity (10 Years)

Years Active: 2015-2018
Publications (10 Years): 3

Top Topics

Classification Algorithm

Classifier Ensemble

Learning Process

Top Venues

J. Mach. Learn. Res.

Publications

Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan
Learning from binary labels with instance-dependent noise. Mach. Learn. 107 (8-10) (2018)
Brendan van Rooyen, Robert C. Williamson
A Theory of Learning with Corrupted Labels. J. Mach. Learn. Res. 18 (2017)
Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan
Learning from Binary Labels with Instance-Dependent Corruption. CoRR (2016)
Brendan van Rooyen, Robert C. Williamson
A Theory of Feature Learning. CoRR (2015)
Aditya Krishna Menon, Brendan van Rooyen, Cheng Soon Ong, Bob Williamson
Learning from Corrupted Binary Labels via Class-Probability Estimation. ICML (2015)
Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson
Learning with Symmetric Label Noise: The Importance of Being Unhinged. CoRR (2015)
Brendan van Rooyen, Aditya Krishna Menon
An Average Classification Algorithm. CoRR (2015)
Brendan van Rooyen, Robert C. Williamson
Learning in the Presence of Corruption. CoRR (2015)
Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson
Learning with Symmetric Label Noise: The Importance of Being Unhinged. NIPS (2015)