2 papers
stat.AP2025
Inferring Soil Drydown Behaviour with Adaptive Bayesian Online Changepoint Analysis
Mengyi Gong, Christopher Nemeth, Rebecca Killick +2
Continuous soil-moisture measurements provide a direct lens on subsurface hydrological processes, notably the post-rainfall "drydown" phase. Because these records consist of distin…
cs.LG2024
Learning-Rate-Free Stochastic Optimization over Riemannian Manifolds
Daniel Dodd, Louis Sharrock, Christopher Nemeth
In recent years, interest in gradient-based optimization over Riemannian manifolds has surged. However, a significant challenge lies in the reliance on hyperparameters, especially…