Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Alberto Bernacchia

Uniform Generalization Bounds for Overparameterized Neural Networks


Sep 13, 2021
Sattar Vakili, Michael Bromberg, Da-shan Shiu, Alberto Bernacchia


  Access Paper or Ask Questions

Optimal Order Simple Regret for Gaussian Process Bandits


Aug 20, 2021
Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-shan Shiu


  Access Paper or Ask Questions

Natural continual learning: success is a journey, not (just) a destination


Jun 15, 2021
Ta-Chu Kao, Kristopher T. Jensen, Alberto Bernacchia, Guillaume Hennequin


  Access Paper or Ask Questions

How to distribute data across tasks for meta-learning?


Mar 15, 2021
Alexandru Cioba, Michael Bromberg, Qian Wang, Ritwik Niyogi, Georgios Batzolis, Da-shan Shiu, Alberto Bernacchia


  Access Paper or Ask Questions

Meta-Learning with MAML on Trees


Mar 08, 2021
Jezabel R. Garcia, Federica Freddi, Feng-Ting Liao, Jamie McGowan, Tim Nieradzik, Da-shan Shiu, Ye Tian, Alberto Bernacchia

* Updated version of paper in EACL workshop: Adapt-NLP 2021 

  Access Paper or Ask Questions

Meta-learning with negative learning rates


Feb 01, 2021
Alberto Bernacchia


  Access Paper or Ask Questions

Cyclic orthogonal convolutions for long-range integration of features


Dec 11, 2020
Federica Freddi, Jezabel R Garcia, Michael Bromberg, Sepehr Jalali, Da-Shan Shiu, Alvin Chua, Alberto Bernacchia

* 11 pages, 5 figures 

  Access Paper or Ask Questions

On the equivalence of Hopfield Networks and Boltzmann Machines


Jan 10, 2012
Adriano Barra, Alberto Bernacchia, Enrica Santucci, Pierluigi Contucci

* 15 pages, 2 figures 

  Access Paper or Ask Questions