Deep Reinforcement Learning for Multi-class Imbalanced Training

1 code implementation • 24 May 2022 • Jenny Yang, Rasheed el-Bouri, Odhran O'Donoghue, Alexander S. Lachapelle, Andrew A. S. Soltan, David A. Clifton

With the rapid growth of memory and computing power, datasets are becoming increasingly complex and imbalanced.

imbalanced classification Q-Learning +2

Privacy-aware Early Detection of COVID-19 through Adversarial Training

no code implementations • 9 Jan 2022 • Omid Rohanian, Samaneh Kouchaki, Andrew Soltan, Jenny Yang, Morteza Rohanian, Yang Yang, David Clifton

One of our main contributions is that we specifically target the development of effective COVID-19 detection models with built-in mechanisms in order to selectively protect sensitive attributes against adversarial attacks.