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11/11/2020
Real-Time Decentralized knowledge Transfer at the Edge
Proliferation of edge networks creates islands of learning agents workin...
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12/17/2019
Cost-Sensitive Feature-Value Acquisition Using Feature Relevance
In many real-world machine learning problems, feature values are not rea...
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09/15/2019
Target-Focused Feature Selection Using a Bayesian Approach
In many real-world scenarios where data is high dimensional, test time a...
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05/22/2019
Generative Imputation and Stochastic Prediction
In many machine learning applications, we are faced with incomplete data...
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02/19/2019
Nutrition and Health Data for Cost-Sensitive Learning
Traditionally, machine learning algorithms have been focused on modeling...
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01/02/2019