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06/25/2019
Time-Varying Interaction Estimation Using Ensemble Methods
Directed information (DI) is a useful tool to explore time-directed inte...
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01/28/2019
Hierarchical network models for structured exchangeable interaction processes
Network data often arises via a series of structured interactions among ...
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11/15/2018
Learning to Bound the Multi-class Bayes Error
In the context of supervised learning, meta learning uses features, meta...
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02/13/2018
A Dimension-Independent discriminant between distributions
Henze-Penrose divergence is a non-parametric divergence measure that can...
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02/24/2017
Consistent Alignment of Word Embedding Models
Word embedding models offer continuous vector representations that can c...
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01/07/2017