Learning from Corrupted Binary Labels via Class-Probability Estimation. - Aditya Krishna Menon; Brendan van Rooyen; Cheng Soon Ong; Bob Williamson (ICML, 2015)

Learning with Symmetric Label Noise: The Importance of Being Unhinged. - Brendan van Rooyen; Aditya Krishna Menon; Robert C. Williamson (NIPS, 2015)

An Average Classification Algorithm. - Brendan van Rooyen; Aditya Krishna Menon (CoRR, 2015)

A Theory of Feature Learning. - Brendan van Rooyen; Robert C. Williamson (CoRR, 2015)

Learning in the Presence of Corruption. - Brendan van Rooyen; Robert C. Williamson (CoRR, 2015)

Learning from Binary Labels with Instance-Dependent Corruption. - Aditya Krishna Menon; Brendan van Rooyen; Nagarajan Natarajan (CoRR, 2016)

A Theory of Learning with Corrupted Labels. - Brendan van Rooyen; Robert C. Williamson (J. Mach. Learn. Res., 2017)

Learning from binary labels with instance-dependent noise. - Aditya Krishna Menon; Brendan van Rooyen; Nagarajan Natarajan (Mach. Learn., 2018)