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Collaborative Anomaly Detection


Sep 20, 2022
Ke Bai, Aonan Zhang, Zhizhong Li, Ricardo Heano, Chong Wang, Lawrence Carin


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Number Entity Recognition


May 07, 2022
Dhanasekar Sundararaman, Vivek Subramanian, Guoyin Wang, Liyan Xu, Lawrence Carin


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elBERto: Self-supervised Commonsense Learning for Question Answering


Mar 17, 2022
Xunlin Zhan, Yuan Li, Xiao Dong, Xiaodan Liang, Zhiting Hu, Lawrence Carin


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Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations


Feb 25, 2022
Paidamoyo Chapfuwa, Sherri Rose, Lawrence Carin, Edward Meeds, Ricardo Henao

* Github code can be found at https://github.com/paidamoyo/structured_latent_ODEs 

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Explainable multiple abnormality classification of chest CT volumes with AxialNet and HiResCAM


Nov 24, 2021
Rachel Lea Draelos, Lawrence Carin

* 25 pages, 7 figures, 6 tables 

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Finite-Time Consensus Learning for Decentralized Optimization with Nonlinear Gossiping


Nov 13, 2021
Junya Chen, Sijia Wang, Lawrence Carin, Chenyang Tao


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Variational Inference with Holder Bounds


Nov 13, 2021
Junya Chen, Danni Lu, Zidi Xiu, Ke Bai, Lawrence Carin, Chenyang Tao


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Hölder Bounds for Sensitivity Analysis in Causal Reasoning


Jul 09, 2021
Serge Assaad, Shuxi Zeng, Henry Pfister, Fan Li, Lawrence Carin

* Workshop on the Neglected Assumptions in Causal Inference at the International Conference on Machine Learning (ICML), 2021 

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