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08/29/2023
Inferences on Mixing Probabilities and Ranking in Mixed-Membership Models
Network data is prevalent in numerous big data applications including ec...
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02/12/2023
Deep Neural Networks for Nonparametric Interaction Models with Diverging Dimension
Deep neural networks have achieved tremendous success due to their repre...
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12/07/2022
LDP for Inhomogeneous U-Statistics
In this paper we derive a Large Deviation Principle (LDP) for inhomogene...
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09/22/2022
PC Adjusted Testing for Low Dimensional Parameters
In this paper we consider the effect of high dimensional Principal Compo...
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10/06/2021
Sharp Signal Detection Under Ferromagnetic Ising Models
In this paper we study the effect of dependence on detecting a class of ...
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06/04/2021
Matrix completion with data-dependent missingness probabilities
The problem of completing a large matrix with lots of missing entries ha...
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04/01/2020