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Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention


Mar 05, 2021
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty, Mingxing Tan, Glenn Fung, Yin Li, Vikas Singh

* AAAI 2021; Code and supplement available at https://github.com/mlpen/Nystromformer 

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A Simple yet Brisk and Efficient Active Learning Platform for Text Classification


Jan 31, 2021
Teja Kanchinadam, Qian You, Keith Westpfahl, James Kim, Siva Gunda, Sebastian Seith, Glenn Fung


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Graph Neural Networks to Predict Customer Satisfaction Following Interactions with a Corporate Call Center


Jan 31, 2021
Teja Kanchinadam, Zihang Meng, Joseph Bockhorst, Vikas Singh Kim, Glenn Fung


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SGD Distributional Dynamics of Three Layer Neural Networks


Dec 30, 2020
Victor Luo, Yazhen Wang, Glenn Fung


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Practical applications of metric space magnitude and weighting vectors


Jul 02, 2020
Eric Bunch, Daniel Dickinson, Jeffery Kline, Glenn Fung

* 9 pages 

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Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation


Nov 08, 2018
Luisa Polania, Dongning Wang, Glenn Fung

* Paper accepted for publication at the 2019 IEEE Winter Conference on Applications of Computer Vision (WACV 2019) 

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Evaluating Crowdsourcing Participants in the Absence of Ground-Truth


May 30, 2016
Ramanathan Subramanian, Romer Rosales, Glenn Fung, Jennifer Dy

* 4 pages, 5 figures, Workshop on Human Computation for Science and Computational Sustainability, NIPS 2012, Lake Tahoe, NV. 7 Dec 2012 

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Modeling Multiple Annotator Expertise in the Semi-Supervised Learning Scenario


Mar 15, 2012
Yan Yan, Romer Rosales, Glenn Fung, Jennifer Dy

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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