2 papers
stat.ML2026
At the Intersection of Deep Sequential Model Framework and State-space Model Framework: Study on Option Pricing
Ziyang Ding, Sayan Mukherjee
Inference and forecast problems of the nonlinear dynamical system have arisen in a variety of contexts. Reservoir computing and deep sequential models, on the one hand, have demons…
stat.ME2024
Scale Reliant Inference
Michelle Pistner Nixon, Kyle C. McGovern, Jeffrey Letourneau +4
Many scientific fields, including human gut microbiome science, collect multivariate count data where the sum of the counts is unrelated to the scale of the underlying system being…