17 citations · 18 across the 8 of their papers we have counts for
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stat.ML2026
Conditional Normalizing Flows for Forward and Backward Joint State and Parameter Estimation
Luke S. Lagunowich, Guoxiang Grayson Tong, Daniele E. Schiavazzi
Traditional filtering algorithms for state estimation -- such as classical Kalman filtering, unscented Kalman filtering, and particle filters -- show performance degradation when a…
stat.ML2023★ 1 cited
Differentially Private Normalizing Flows for Density Estimation, Data Synthesis, and Variational Inference with Application to Electronic Health Records
Bingyue Su, Yu Wang, Daniele E. Schiavazzi +1
Electronic health records (EHR) often contain sensitive medical information about individual patients, posing significant limitations to sharing or releasing EHR data for downstrea…