functional data

2 papers across 2 sessions

Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Fairness-aware Bayes Optimal Functional Classification

#1202 · Xiaoyu Hu, Gengyu Xue, Zhenhua Lin, Yi Yu

Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders

#2511 · Samuel V. Singh, Shirley Coyle, Mimi Zhang

We developed a functional autoencoder framework for cluster analysis of multi-dimensional functional data, data that are random realizations of vector-valued random functions.