Open AccessCurse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
Author(s) -
Syed Zawad,
Ahsan Ali,
Pin-Yu Chen,
Ali Anwar,
Yi Zhou,
Nathalie Baracaldo,
Yuan Tian,
Feng Yan
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i12.17291
Subject(s) - overfitting , robustness (evolution) , computer science , machine learning , curse , key (lock) , through the lens metering , artificial intelligence , computer security , biochemistry , chemistry , sociology , artificial neural network , anthropology , gene , petroleum engineering , engineering , lens (geology)