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12/17/2021
Expedition: A System for the Unsupervised Learning of a Hierarchy of Concepts
We present a system for bottom-up cumulative learning of myriad concepts...
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12/17/2020
Binomial Tails for Community Analysis
An important task of community discovery in networks is assessing signif...
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03/19/2019
ExplainIt! -- A declarative root-cause analysis engine for time series data (extended version)
We present ExplainIt!, a declarative, unsupervised root-cause analysis e...
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12/12/2012
Polynomial Value Iteration Algorithms for Detrerminstic MDPs
Value iteration is a commonly used and empirically competitive method in...
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10/19/2012
Budgeted Learning of Naive-Bayes Classifiers
Frequently, acquiring training data has an associated cost. We consider ...
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07/11/2012