2 papers
cs.LG2024
Continual Deep Learning on the Edge via Stochastic Local Competition among Subnetworks
Theodoros Christophides, Kyriakos Tolias, Sotirios Chatzis
Continual learning on edge devices poses unique challenges due to stringent resource constraints. This paper introduces a novel method that leverages stochastic competition princip…
q-fin.CP2020
A Deep Learning Approach for Dynamic Balance Sheet Stress Testing
Anastasios Petropoulos, Vassilis Siakoulis, Konstantinos P. Panousis +2
In the aftermath of the financial crisis, supervisory authorities have considerably altered the mode of operation of financial stress testing. Despite these efforts, significant co…