Brendan van Rooyen

According to our database, Brendan van Rooyen authored at least 8 papers between 2015 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Learning from binary labels with instance-dependent noise.

Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan

Mach. Learn., 2018

2017

A Theory of Learning with Corrupted Labels.

Brendan van Rooyen, Robert C. Williamson

J. Mach. Learn. Res., 2017

2016

Learning from Binary Labels with Instance-Dependent Corruption.

Aditya Krishna Menon, Brendan van Rooyen, Nagarajan Natarajan

CoRR, 2016

2015

Learning in the Presence of Corruption.

Brendan van Rooyen, Robert C. Williamson

CoRR, 2015

A Theory of Feature Learning.

Brendan van Rooyen, Robert C. Williamson

CoRR, 2015

An Average Classification Algorithm.

Brendan van Rooyen, Aditya Krishna Menon

CoRR, 2015

Learning with Symmetric Label Noise: The Importance of Being Unhinged.

Brendan van Rooyen, Aditya Krishna Menon, Robert C. Williamson

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Learning from Corrupted Binary Labels via Class-Probability Estimation.

Aditya Krishna Menon, Brendan van Rooyen, Cheng Soon Ong, Bob Williamson

Proceedings of the 32nd International Conference on Machine Learning, 2015