2 papers
cs.LG2026
Certified Uncertainty Propagation in One-Shot Federated Bayesian Models via Posterior Event Transport
Mahyar Mohammadi, Mohammad Hossein Badiei, Abolfazl Yaghmaei +1
Probabilistic certification of Bayesian neural networks lower-bounds the posterior probability that a model satisfies a verifier-defined safety property. In one-shot federated Baye…
cs.LG2026
NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces
Konstantinos Kontras, Trui Osselaer, Stylianos G. Mouslech +12
Foundation models (FMs) promise to extract unified representations that generalize across downstream tasks. They have emerged across fields, including electroencephalography (EEG),…