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math.ST2026
Noise Calibration and Exact Recovery for Multiview Ordinal Rearrangement Data
Fanghua Chen, Yizhou Cai, Ting Fung Ma +1
We studied simultaneous recovery of a latent group count, subject partition, and signature means from multiview ordinal ranks. A normalized reference rearrangement score is an affi…
math.ST2024
Maximum Ideal Likelihood Estimation: A Unified Inference Framework for Latent Variable Models
Yizhou Cai, Ting Fung Ma
This paper develops a unified estimation framework, the Maximum Ideal Likelihood Estimation (MILE), for general parametric models with latent variables. Unlike traditional approach…