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02/14/2023
A Provably Improved Algorithm for Crowdsourcing with Hard and Easy Tasks
Crowdsourcing is a popular method used to estimate ground-truth labels b...
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10/17/2020
On the Consistency of Maximum Likelihood Estimators for Causal Network Identification
We consider the problem of identifying parameters of a particular class ...
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08/05/2015
A MAP approach for ℓ_q-norm regularized sparse parameter estimation using the EM algorithm
In this paper, Bayesian parameter estimation through the consideration o...
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09/21/2012