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Slow Kill for Big Data Learning


May 02, 2023
Yiyuan She, Jianhui Shen, Adrian Barbu

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Training a Two Layer ReLU Network Analytically


Apr 06, 2023
Adrian Barbu

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* 17 pages, 11 figures 

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Feature Selection for Forecasting


Mar 08, 2023
Hakan Pabuccu, Adrian Barbu

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* 21 pages, 2 figures and 12 tables 

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Scalable Clustering: Large Scale Unsupervised Learning of Gaussian Mixture Models with Outliers


Feb 28, 2023
Yijia Zhou, Kyle A. Gallivan, Adrian Barbu

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Online Feature Screening for Data Streams with Concept Drift


Apr 07, 2021
Mingyuan Wang, Adrian Barbu

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* 8 figures, 30 pages 

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The Compact Support Neural Network


Apr 01, 2021
Adrian Barbu, Hongyu Mou

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* 8 pages, 9 figures 

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A study of local optima for learning feature interactions using neural networks


Feb 11, 2020
Yangzi Guo, Adrian Barbu

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Neural Rule Ensembles: Encoding Sparse Feature Interactions into Neural Networks


Feb 11, 2020
Gitesh Dawer, Yangzi Guo, Sida Liu, Adrian Barbu

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Training Efficient Network Architecture and Weights via Direct Sparsity Control


Feb 11, 2020
Yangzi Guo, Yiyuan She, Adrian Barbu

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Playing Atari Ball Games with Hierarchical Reinforcement Learning


Sep 27, 2019
Hua Huang, Adrian Barbu

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