2 papers
math.ST2026
Ensemble-Conditional Gaussian Processes (Ens-CGP): Representation, Geometry, and Inference
Sai Ravela, Jae Deok Kim, Kenneth Gee +4
We formulate Ensemble-Conditional Gaussian Processes (Ens-CGP), a finite-dimensional synthesis that centers ensemble-based inference on the conditional Gaussian law. Conditional Ga…
cs.LG2021
Predicting Critical Biogeochemistry of the Southern Ocean for Climate Monitoring
Ellen Park, Jae Deok Kim, Nadege Aoki +5
The Biogeochemical-Argo (BGC-Argo) program is building a network of globally distributed, sensor-equipped robotic profiling floats, improving our understanding of the climate syste…