2 papers
cs.LG2026
Learning Coupled Subspaces for Multi-Condition Spike Data
Yididiya Y. Nadew, Xuhui Fan, Christopher J. Quinn
In neuroscience, numerous studies conduct sensory or behavioral experiments under multiple conditions to acquire neural responses in the form of high-dimensional spike train datase…
cs.LG2025
Federated Neural Nonparametric Point Processes
Hui Chen, Xuhui Fan, Hengyu Liu +5
Temporal point processes (TPPs) are effective for modeling event occurrences over time, but they struggle with sparse and uncertain events in federated systems, where privacy is a…