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07/06/2022
Computing NP-hard Repetitiveness Measures via MAX-SAT
Repetitiveness measures reveal profound characteristics of datasets, and...
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06/05/2019
Enumeration of Distinct Support Vectors for Interactive Decision Making
In conventional prediction tasks, a machine learning algorithm outputs a...
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07/12/2018
Algorithmic Meta-Theorems for Monotone Submodular Maximization
We consider a monotone submodular maximization problem whose constraint ...
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07/29/2016
Polynomial Networks and Factorization Machines: New Insights and Efficient Training Algorithms
Polynomial networks and factorization machines are two recently-proposed...
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07/25/2016
