Antonios Alexos

15 papers A* 3A 2Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A theory of synaptic neural balance: From local to global order.
Artif. Intell.
Pierre Baldi, Antonios Alexos, Ian Domingo, Alireza Rahmansetayesh
2025 A conf
Defending Speech-enabled LLMs Against Adversarial Jailbreak Threats.
INTERSPEECH
Antonios Alexos, Raghuveer Peri, Sai Muralidhar Jayanthi, Metehan Cekic, Srikanth Vishnubhotla, Kyu J. Han, Srikanth Ronanki
2025 A* conf
Improving Deep Learning Speed and Performance Through Synaptic Neural Balance.
AAAI
Antonios Alexos, Ian Domingo, Pierre Baldi
2024 J jnl
AttentionStitch: How Attention Solves the Speech Editing Problem.
CoRR
Antonios Alexos, Pierre Baldi
2024 — conf
FastStitch: Speech editing by hitch-hiking a pre-trained FastSpeech2 model.
NLDL
Antonios Alexos, Pierre Baldi
2024 J jnl
Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems.
CoRR
Antonios Alexos, Yu-Dai Tsai, Ian Domingo, Maryam Pishgar, Pierre Baldi
2024 A* conf
Nuclear Fusion Diamond Polishing Dataset.
NeurIPS
Antonios Alexos, Junze Liu, Shashank Galla, Sean Hayes, Kshitij Bhardwaj, Alexander Schwartz, Monika Biener, Pierre Baldi, Satish T. S. Bukkapatnam, Suhas Bhandarkar
2023 J jnl
Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data.
CoRR
Antonios Alexos, Junze Liu, Akash Tiwari, Kshitij Bhardwaj, Sean Hayes, Pierre Baldi, Satish T. S. Bukkapatnam, Suhas Bhandarkar
2022 A* conf
Structured Stochastic Gradient MCMC.
ICML
Antonios Alexos, Alex J. Boyd, Stephan Mandt
2021 A conf
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning.
AISTATS
Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis
2021 J jnl
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning.
CoRR
Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis
2021 J jnl
Structured Stochastic Gradient MCMC.
CoRR
Antonios Alexos, Alex Boyd, Stephan Mandt
2020 J jnl
Local Competition and Uncertainty for Adversarial Robustness in Deep Learning.
CoRR
Antonios Alexos, Konstantinos P. Panousis, Sotirios Chatzis
2020 — conf
Physical Activity as a Risk Factor in the Progression of Osteoarthritis: A Machine Learning Perspective.
LION
Antonios Alexos, Serafeim P. Moustakidis, Christos Kokkotis, Dimitrios Tsaopoulos
2020 — conf
Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative.
IISA
Antonios Alexos, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Dimitrios Tsaopoulos