2 papers
stat.AP2026
Bayesian Deep Count Regression and Anomaly Detection: Evidence from GDELT Event Panels
Hsin-Hsiung Huang, Yuh-Haur Chen, Mahlon Scott
The Global Database of Events, Language and Tone (GDELT) provides geolocated event records that can be aggregated into weekly spatiotemporal panels of event counts across regions,…
stat.ML2025
Underdamped Langevin MCMC with third order convergence
Maximilian Scott, Dáire O'Kane, Andraž Jelinčič +1
In this paper, we propose a new numerical method for the underdamped Langevin diffusion (ULD) and present a non-asymptotic analysis of its sampling error in the 2-Wasserstein dista…