Dana Yang

activity

20142022

most citedOptimal query complexity for private sequential learning against eavesdropping

12 citations · 28 across the 11 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

math.ST2017★ 2 cited

Posterior Asymptotic Normality for an Individual Coordinate in High-dimensional Linear Regression

Dana Yang

We consider the sparse high-dimensional linear regression model $Y = X b + ε$ where $b$ is a sparse vector. For the Bayesian approach to this problem, many authors have considered the b…

stat.ML2017★ 3 cited

Estimating the Coefficients of a Mixture of Two Linear Regressions by Expectation Maximization

Jason M. Klusowski, Dana Yang, W. D. Brinda

We give convergence guarantees for estimating the coefficients of a symmetric mixture of two linear regressions by expectation maximization (EM). In particular, we show that the em…