Andrzej Banburski

Current Advisees

Simon Alford - UROP
Anshula Gandhi - Research Assistant
Nishka Pant - High School Researcher

Past Advisees

CBMM Publications

A. Banburski and Rangamani, A., Neural Collapse in Deep Homogeneous Classifiers and the role of Weight Decay, in IEEE International Conference on Acoustics, Speech and Signal Processing, Singapore, 2022.
T. Poggio and Banburski, A., An Overview of Some Issues in the Theory of Deep Networks, IEEJ Transactions on Electrical and Electronic Engineering, vol. 15, no. 11, pp. 1560 - 1571, 2020.
A. Banburski, Gandhi, A., Alford, S., Dandekar, S., Chin, P., and Poggio, T., Dreaming with ARC, Learning Meets Combinatorial Algorithms workshop at NeurIPS 2020. 2020.
T. Poggio, Banburski, A., and Liao, Q., Theoretical issues in deep networks, Proceedings of the National Academy of Sciences, p. 201907369, 2020.
A. Banburski, Liao, Q., Miranda, B., Rosasco, L., Hidary, J., and Poggio, T., Dynamics & Generalization in Deep Networks -Minimizing the Norm, in NAS Sackler Colloquium on Science of Deep Learning, Washington D.C., 2019.