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03/07/2022
Explaining Classifiers by Constructing Familiar Concepts
Interpreting a large number of neurons in deep learning is difficult. Ou...
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09/06/2019
Mass Personalization of Deep Learning
We discuss training techniques, objectives and metrics toward mass perso...
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11/20/2017
Linear-Complexity Relaxed Word Mover's Distance with GPU Acceleration
The amount of unstructured text-based data is growing every day. Queryin...
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05/22/2014
Compressive Mining: Fast and Optimal Data Mining in the Compressed Domain
Real-world data typically contain repeated and periodic patterns. This s...
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03/30/2014