Tomaso Poggio

Implicit dynamic regularization in deep networks

Qianli Liao, Tomaso Poggio, T. Poggio, 2020 .

Explicit regularization and implicit bias in deep network classifiers trained with the square loss pdf

Qianli Liao, Tomaso Poggio, T. Poggio, 2020, ArXiv.

For interpolating kernel machines, minimizing the norm of the ERM solution minimizes stability.

Lorenzo Rosasco, Akshay Rangamani, Tomaso Poggio, 2020 .