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Maria Florina Balcan

The Power of Localization for Efficiently Learning Linear Separators with Noise

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Jun 03, 2018
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Data Driven Resource Allocation for Distributed Learning

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Dec 15, 2016
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Clustering under Perturbation Resilience

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Dec 11, 2016
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Label Efficient Learning by Exploiting Multi-class Output Codes

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Nov 25, 2016
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An Improved Gap-Dependency Analysis of the Noisy Power Method

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Feb 23, 2016
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Statistical Active Learning Algorithms for Noise Tolerance and Differential Privacy

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Nov 05, 2014
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Budgeted Influence Maximization for Multiple Products

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Apr 16, 2014
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Distributed k-Means and k-Median Clustering on General Topologies

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Oct 30, 2013
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Active and passive learning of linear separators under log-concave distributions

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Apr 26, 2013
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Learning Valuation Functions

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Sep 02, 2011
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