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A Probabilistic Approach to Neural Network Pruning


May 20, 2021
Xin Qian, Diego Klabjan


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Complex Factoid Question Answering with a Free-Text Knowledge Graph


Mar 23, 2021
Chen Zhao, Chenyan Xiong, Xin Qian, Jordan Boyd-Graber

* WWW2020 

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Personalized Visualization Recommendation


Feb 12, 2021
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed

* 37 pages, 6 figures 

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ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data


Sep 25, 2020
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan

* 17 pages, 7 figures 

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The Impact of the Mini-batch Size on the Variance of Gradients in Stochastic Gradient Descent


Apr 27, 2020
Xin Qian, Diego Klabjan


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Clustering Degree-Corrected Stochastic Block Model with Outliers


Jun 07, 2019
Xin Qian, Yudong Chen, Andreea Minca

* 32 pages, 8 Fig 

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Dynamic Cell Structure via Recursive-Recurrent Neural Networks


May 25, 2019
Xin Qian, Matthew Kennedy, Diego Klabjan


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Multimodal Machine Translation with Reinforcement Learning


May 07, 2018
Xin Qian, Ziyi Zhong, Jieli Zhou


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