19 citations · 70 across the 10 of their papers we have counts for
4 papers · 1 filter
Controlling the False Split Rate in Tree-Based Aggregation
Simeng Shao, Jacob Bien, Adel Javanmard
In many domains, data measurements can naturally be associated with the leaves of a tree, expressing the relationships among these measurements. For example, companies belong to in…
Online Debiasing for Adaptively Collected High-dimensional Data with Applications to Time Series Analysis
Yash Deshpande, Adel Javanmard, Mohammad Mehrabi
Adaptive collection of data is commonplace in applications throughout science and engineering. From the point of view of statistical inference however, adaptive data collection ind…
False Discovery Rate Control via Debiased Lasso
Adel Javanmard, Hamid Javadi
We consider the problem of variable selection in high-dimensional statistical models where the goal is to report a set of variables, out of many predictors , that…
On Online Control of False Discovery Rate
Adel Javanmard, Andrea Montanari
Multiple hypotheses testing is a core problem in statistical inference and arises in almost every scientific field. Given a sequence of null hypotheses $\mathcal{H}(n) = (H_1,...,…