22 citations · 40 across the 4 of their papers we have counts for
4 papers
Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources
Rob Hall, Yuval Nardi, Stephen Fienberg
Preserving the privacy of individual databases when carrying out statistical calculations has a long history in statistics and had been the focus of much recent attention in machin…
Autoregressive Process Modeling via the Lasso Procedure
Yuval Nardi, Alessandro Rinaldo
The Lasso is a popular model selection and estimation procedure for linear models that enjoys nice theoretical properties. In this paper, we study the Lasso estimator for fitting a…
The distribution of maxima of approximately Gaussian random fields
Yuval Nardi, David O. Siegmund, Benjamin Yakir
Motivated by the problem of testing for the existence of a signal of known parametric structure and unknown ``location'' (as explained below) against a noisy background, we obtain…
The log-linear group-lasso estimator and its asymptotic properties
Yuval Nardi, Alessandro Rinaldo
We define the group-lasso estimator for the natural parameters of the exponential families of distributions representing hierarchical log-linear models under multinomial sampling s…