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L2Explorer: A Lifelong Reinforcement Learning Assessment Environment


Mar 14, 2022
Erik C. Johnson , Eric Q. Nguyen , Blake Schreurs , Chigozie S. Ewulum , Chace Ashcraft , Neil M. Fendley , Megan M. Baker , Alexander New , Gautam K. Vallabha

* 10 Pages submitted to AAAI AI for Open Worlds Symposium 2022 

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Lifelong Learning Metrics


Jan 20, 2022
Alexander New , Megan Baker , Eric Nguyen , Gautam Vallabha


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Semantically-aware population health risk analyses


Nov 27, 2018
Alexander New , Sabbir M. Rashid , John S. Erickson , Deborah L. McGuinness , Kristin P. Bennett

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:cs/0101200 

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Cadre Modeling: Simultaneously Discovering Subpopulations and Predictive Models


Oct 23, 2018
Alexander New , Curt Breneman , Kristin P. Bennett

* In 2018 International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brazil, 2018 
* 8 pages, 6 figures 

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A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models


Aug 14, 2018
Alexander New , Kristin P. Bennett

* 17 pages, 4 figures 

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