80 citations · 177 across the 40 of their papers we have counts for
3 papers · 2 filters
Assumption-lean logistic regression with missing covariates
Jyotishka Ray Choudhury, Kabir Aladin Verchand, Richard J. Samworth +1
Missing covariates are frequently encountered in supervised learning problems, and classical methods for estimation using such data use carefully chosen imputation schemes for miss…
Next-token functional estimation
Milind Nakul, Vidya Muthukumar, Ashwin Pananjady
Suppose we observe the first points of a sequence of random variables having length , and wish to estimate a functional of the unobserved final point and the empirical mea…
Leave a Window Out: Modifying the Jackknife for Predictive Inference in Time Series
Hanyang Jiang, Rina Foygel Barber, Ashwin Pananjady +1
Conformal prediction methods enjoy strong theoretical and empirical predictive inference performance, provided the data is exchangeable and is treated symmetrically during training…