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03/09/2023
Phase transition for detecting a small community in a large network
How to detect a small community in a large network is an interesting pro...
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01/03/2023
Testing High-dimensional Multinomials with Applications to Text Analysis
Motivated by applications in text mining and discrete distribution infer...
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08/19/2022
Near-optimal fitting of ellipsoids to random points
Given independent standard Gaussian points v_1, …, v_n in dimension d, f...
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09/17/2021
Gaussian discrepancy: a probabilistic relaxation of vector balancing
We introduce a novel relaxation of combinatorial discrepancy called Gaus...
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11/10/2020
Efficient Interpolation of Density Estimators
We study the problem of space and time efficient evaluation of a nonpara...
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11/10/2020
A Statistical Perspective on Coreset Density Estimation
Coresets have emerged as a powerful tool to summarize data by selecting ...
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05/08/2020
Efficient Reconstruction of Stochastic Pedigrees
We introduce a new algorithm called Rec-Gen for reconstructing the gene...
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10/30/2019
