ML Anthology

Alexos, Antonios

9 publications

AAAI 2025 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance Antonios Alexos, Ian Domingo, Pierre Baldi
NeurIPSW 2024 Cold Posterior Effect Towards Adversarial Robustness Bruce Rushing, Antonios Alexos, Harrison Espino, Nicholas Cohen, Pierre Baldi
NeurIPSW 2024 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance Antonios Alexos, Ian Domingo, Pierre Baldi
NeurIPSW 2024 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance Antonios Alexos, Ian Domingo, Pierre Baldi
NeurIPSW 2024 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance Antonios Alexos, Ian Domingo, Pierre Baldi
NeurIPSW 2024 Improving Deep Learning Speed and Performance Through Synaptic Neural Balance Antonios Alexos, Ian Domingo, Pierre Baldi
NeurIPS 2024 Nuclear Fusion Diamond Polishing Dataset Antonios Alexos, Junze Liu, Shashank Galla, Sean Hayes, Kshitij Bhardwaj, Alexander Schwartz, Monika Biener, Pierre Baldi, Satish Bukkapatnam, Suhas Bhandarkar
ICML 2022 Structured Stochastic Gradient MCMC Antonios Alexos, Alex J Boyd, Stephan Mandt
AISTATS 2021 Local Competition and Stochasticity for Adversarial Robustness in Deep Learning Konstantinos Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis