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Reinforcement Learning for Flexibility Design Problems


Jan 18, 2021
Yehua Wei, Lei Zhang, Ruiyi Zhang, Shijing Si, Hao Zhang, Lawrence Carin


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Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage


Jun 22, 2020
Shijing Si, Rui Wang, Jedrek Wosik, Hao Zhang, David Dov, Guoyin Wang, Ricardo Henao, Lawrence Carin

* 20 pages, Machine Learning for Healthcare 2020 (To appear) 

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Scalable Control Variates for Monte Carlo Methods via Stochastic Optimization


Jun 12, 2020
Shijing Si, Chris. J. Oates, Andrew B. Duncan, Lawrence Carin, François-Xavier Briol

* 24 pages, 7 figures 

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Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding


Nov 10, 2019
Dhanasekar Sundararaman, Vivek Subramanian, Guoyin Wang, Shijing Si, Dinghan Shen, Dong Wang, Lawrence Carin


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