Antonios Alexos

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Morphological Operators

Nearest Neighbor Classifier

Stochastic Gradient

Markov Chain Monte Carlo

Top Venues

Publications

Antonios Alexos, Yu-Dai Tsai, Ian Domingo, Maryam Pishgar, Pierre Baldi
Neural Erosion: Emulating Controlled Neurodegeneration and Aging in AI Systems. CoRR (2024)
Antonios Alexos, Pierre Baldi
FastStitch: Speech editing by hitch-hiking a pre-trained FastSpeech2 model. NLDL (2024)
Antonios Alexos, Pierre Baldi
AttentionStitch: How Attention Solves the Speech Editing Problem. CoRR (2024)
Antonios Alexos, Junze Liu, Akash Tiwari, Kshitij Bhardwaj, Sean Hayes, Pierre Baldi, Satish T. S. Bukkapatnam, Suhas Bhandarkar
Machine Learning-Enhanced Prediction of Surface Smoothness for Inertial Confinement Fusion Target Polishing Using Limited Data. CoRR (2023)
Antonios Alexos, Alex J. Boyd, Stephan Mandt
Structured Stochastic Gradient MCMC. ICML (2022)
Antonios Alexos, Alex Boyd, Stephan Mandt
Structured Stochastic Gradient MCMC. CoRR (2021)
Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning. AISTATS (2021)
Konstantinos P. Panousis, Sotirios Chatzis, Antonios Alexos, Sergios Theodoridis
Local Competition and Stochasticity for Adversarial Robustness in Deep Learning. CoRR (2021)
Antonios Alexos, Christos Kokkotis, Serafeim P. Moustakidis, Elpiniki Papageorgiou, Dimitrios Tsaopoulos
Prediction of pain in knee osteoarthritis patients using machine learning: Data from Osteoarthritis Initiative. IISA (2020)
Antonios Alexos, Serafeim P. Moustakidis, Christos Kokkotis, Dimitrios Tsaopoulos
Physical Activity as a Risk Factor in the Progression of Osteoarthritis: A Machine Learning Perspective. LION (2020)
Antonios Alexos, Konstantinos P. Panousis, Sotirios Chatzis
Local Competition and Uncertainty for Adversarial Robustness in Deep Learning. CoRR (2020)