From the 1 of 4 linked papers with an AI index.
1 citations · 1 across the 1 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026★ 1 cited
Spectral Diffusion Processes
Angus Phillips, Thomas Seror, Michael Hutchinson +3
The paper introduces diffusion models for stochastic processes by representing data in a spectral domain using kernels, truncating the spectral coefficients, and modeling them with…
stat.ML2025
Generalisation under gradient descent via deterministic PAC-Bayes
Eugenio Clerico, Tyler Farghly, George Deligiannidis +2
We establish disintegrated PAC-Bayesian generalisation bounds for models trained with gradient descent methods or continuous gradient flows. Contrary to standard practice in the PA…