About me
I am a Postdoctoral Researcher at Ecole Polytechnique Federale de Lausanne (EPFL) since November 2020. My research interests lie in machine learning and computer vision, and more precisely in learning (robust) representations and generative modeling.
News
- January 2023: The following paper has been accepted at Transactions on Machine Learning Research (TMLR): 'Revisiting adversarial training for the worst-performing class'.
- December 2022: The following paper has been accepted at Transactions on Pattern Analysis and Machine Intelligence: 'Linear Complexity Self-Attention with 3rd Order Polynomials'.
- 'Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization)',
- 'Generalization Properties of NAS under Activation and Skip Connection Search',
- 'Sound and Complete Verification of Polynomial Networks',
- 'Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study'.