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02/19/2020
Improving Generalization by Controlling Label-Noise Information in Neural Network Weights
In the presence of noisy or incorrect labels, neural networks have the u...
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11/27/2018
Maximizing Multivariate Information with Error-Correcting Codes
Multivariate mutual information provides a conceptual framework for char...
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11/30/2016
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge
While generative models such as Latent Dirichlet Allocation (LDA) have p...
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06/22/2016
Toward Interpretable Topic Discovery via Anchored Correlation Explanation
Many predictive tasks, such as diagnosing a patient based on their medic...
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06/07/2016