5 citations · 8 across the 7 of their papers we have counts for
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stat.ME2022★ 1 cited
GRASP: A Goodness-of-Fit Test for Classification Learning
Adel Javanmard, Mohammad Mehrabi
Performance of classifiers is often measured in terms of average accuracy on test data. Despite being a standard measure, average accuracy fails in characterizing the fit of the mo…
stat.ME2021
Pearson Chi-squared Conditional Randomization Test
Adel Javanmard, Mohammad Mehrabi
Conditional independence (CI) testing arises naturally in many scientific problems and applications domains. The goal of this problem is to investigate the conditional independence…
stat.ME2019
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…