ETH CAB F 42.1
8006 Zürich, Switzerland
I received my PhD in Computer and Communication Sciences under the supervision of Pascal Frossard at the École Polytechnique Fédérale de Lausanne (EPFL), Switzerland. My PhD research focused on the analysis of the robustness of classifiers and its connection with the geometry of deep networks. I was also fortunate to intern for the Apple AI Research in 2017, working on autonomous technologies.
I received my M.S. degree in Communication Systems from the EPFL in 2014 where I worked as a research assistant under the supervision of Martin Vetterli. In 2012, I got my B.S. in Electrical Engineering from Tehran Polytechnic, Iran.
|Jul 2021||Paper on improving adversarial training won the Silver Best Paper Award at Adversarial Machine Learning workshop at ICML 2021!|
|Jun 2021||Our work on NTK and uniform convergence was accepted at ICML 2021.|
In International Conference on Machine Learning 2021
In IEEE Conference on Computer Vision and Pattern Recognition 2020
In IEEE Conference on Computer Vision and Pattern Recognition 2019
In IEEE Conference on Computer Vision and Pattern Recognition 2018