56 citations · 256 across the 37 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.LG2017★ 7 cited
Fidelity-Weighted Learning
Mostafa Dehghani, Arash Mehrjou, Stephan Gouws +2
Training deep neural networks requires many training samples, but in practice training labels are expensive to obtain and may be of varying quality, as some may be from trusted exp…
stat.ML2017
Towards life cycle identification of malaria parasites using machine learning and Riemannian geometry
Arash Mehrjou
Malaria is a serious infectious disease that is responsible for over half million deaths yearly worldwide. The major cause of these mortalities is late or inaccurate diagnosis. Man…
stat.ML2017★ 9 cited
Annealed Generative Adversarial Networks
Arash Mehrjou, Bernhard Schölkopf, Saeed Saremi
We introduce a novel framework for adversarial training where the target distribution is annealed between the uniform distribution and the data distribution. We posited a conjectur…