JSM2023
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Contributed Papers

Functional Data Analysis

Sun, Aug 6, 4:00 PM
Jairo CugliariChair
Section on Statistical Learning and Data Science

6 Presentations

Tuning Parameter Selection for Penalized Estimation via R[sup]2[/sup]
4:05 PM - 4:20 PM
Jonathan Stallrich (North Carolina State University)
Co-authors: Julia Holter
Clustering imbalanced functional data
4:20 PM - 4:35 PM
Catherine Higgins
Co-authors: Michelle Carey (University College Dublin)
A hierachical algorithm for functional motif discovery based on mean squared residue score
4:35 PM - 4:50 PM
Jacopo Di Iorio
Co-authors: Francesca Chiaromonte (Pennsylvania State University), Marzia Angela Cremona (Université Laval)
Functional Graphical Models
4:50 PM - 5:05 PM
Alan Izenman (Temple University)
Autoencoders for Discrete Functional Data Representation Learning and Smoothing
5:05 PM - 5:20 PM
Sidi Wu
Co-authors: Cédric Beaulac (University of Montreal), Jiguo Cao (Simon Fraser University)
Forecasting high-dimensional functional time series: Application to sub-national age-specific mortality
5:20 PM - 5:35 PM
Cristian Felipe Jimenez Varon (KAUST)
Co-authors: Ying Sun (King Abdullah University of Science and Technology), Hanlin Shang (Macquarie University)

Session participants

Cheryl Brooks (AT&T Data Science and AI Research)
Participant
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