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11/09/2022
A survey of some recent developments in measures of association
This paper surveys some recent developments in measures of association r...
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09/15/2022
Estimating large causal polytree skeletons from small samples
We consider the problem of estimating the skeleton of a large causal pol...
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05/24/2022
MOSPAT: AutoML based Model Selection and Parameter Tuning for Time Series Anomaly Detection
Organizations leverage anomaly and changepoint detection algorithms to d...
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03/30/2022
Convergence of gradient descent for deep neural networks
Optimization by gradient descent has been one of main drivers of the "de...
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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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04/15/2021
Micro-Estimates of Wealth for all Low- and Middle-Income Countries
Many critical policy decisions, from strategic investments to the alloca...
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10/27/2019
A simple measure of conditional dependence
We propose a coefficient of conditional dependence between two random va...
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10/02/2019
A deterministic theory of low rank matrix completion
The problem of completing a large low rank matrix using a subset of reve...
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09/23/2019