Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative. - Antonios Alexos; Christos Kokkotis; Serafeim P. Moustakidis; Elpiniki Papageorgiou; Dimitrios Tsaopoulos (IISA, 2020)

Physical Activity as a Risk Factor in the Progression of Osteoarthritis: A Machine Learning Perspective. - Antonios Alexos; Serafeim P. Moustakidis; Christos Kokkotis; Dimitrios Tsaopoulos (LION, 2020)

Local Competition and Uncertainty for Adversarial Robustness in Deep Learning. - Antonios Alexos; Konstantinos P. Panousis; Sotirios Chatzis (CoRR, 2020)

Local Competition and Stochasticity for Adversarial Robustness in Deep Learning. - Konstantinos P. Panousis; Sotirios Chatzis; Antonios Alexos; Sergios Theodoridis (AISTATS, 2021)

Structured Stochastic Gradient MCMC. - Antonios Alexos; Alex J. Boyd; Stephan Mandt (ICML, 2022)

Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data. - Antonios Alexos; Junze Liu; Akash Tiwari; Kshitij Bhardwaj; Sean Hayes; Pierre Baldi; Satish T. S. Bukkapatnam; Suhas Bhandarkar (CoRR, 2023)

Nuclear Fusion Diamond Polishing Dataset. - Antonios Alexos; Junze Liu; Shashank Galla; Sean Hayes; Kshitij Bhardwaj; Alexander Schwartz; Monika Biener; Pierre Baldi; Satish T. S. Bukkapatnam; Suhas Bhandarkar (NeurIPS, 2024)

FastStitch: Speech editing by hitch-hiking a pre-trained FastSpeech2 model. - Antonios Alexos; Pierre Baldi (NLDL, 2024)

AttentionStitch: How Attention Solves the Speech Editing Problem. - Antonios Alexos; Pierre Baldi (CoRR, 2024)

Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems. - Antonios Alexos; Yu-Dai Tsai; Ian Domingo; Maryam Pishgar; Pierre Baldi (CoRR, 2024)

Improving Deep Learning Speed and Performance Through Synaptic Neural Balance. - Antonios Alexos; Ian Domingo; Pierre Baldi (AAAI, 2025)

A theory of synaptic neural balance: From local to global order. - Pierre Baldi; Antonios Alexos; Ian Domingo; Alireza Rahmansetayesh (Artif. Intell., 2025)