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145 ! Tue, 8/10/2021, 10:00 AM - 11:50 AM Virtual
Trend Filtering and Related Regression Methods — Invited Papers
IMS, International Indian Statistical Association, Section on Nonparametric Statistics
Organizer(s): Sabyasachi Chatterjee, University of Illinois at Urbana-Champaign
Chair(s): Anamitra Chaudhuri, University of Illinois at Urbana-Champaign
10:05 AM Adaptive Online Forecasting of Trends
Yu-Xiang Wang, UC Santa Barbara
10:30 AM MARS via LASSO
Dohyeong Ki; Billy Fang, Google; Adityanand Guntuboyina, UC Berkeley
10:55 AM Adaptive Risk Bounds for Quantile Trend Filtering
Oscar Madrid Padilla, University of California, Los Angeles
11:20 AM Dyadic CART Revisited
Sabyasachi Chatterjee, University of Illinois at Urbana-Champaign
11:45 AM Floor Discussion