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20122026
most citedBayesian tracking and parameter learning for non-linear multiple target tracking models

20 citations · 70 across the 24 of their papers we have counts for

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2 papers · 1 filter

cs.LG2023★ 2 cited

Differentially Private Online Bayesian Estimation With Adaptive Truncation

Sinan Yıldırım

We propose a novel online and adaptive truncation method for differentially private Bayesian online estimation of a static parameter regarding a population. We assume that sensitiv…

stat.ML2023★ 1 cited

Differentially Private Distributed Bayesian Linear Regression with MCMC

Barış Alparslan, Sinan Yıldırım, Ş. İlker Birbil

We propose a novel Bayesian inference framework for distributed differentially private linear regression. We consider a distributed setting where multiple parties hold parts of the…