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SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors

Oct 08, 2020
Ardavan Afshar, Kejing Yin, Sherry Yan, Cheng Qian, Joyce C. Ho, Haesun Park, Jimeng Sun


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Spatio-Temporal Tensor Sketching via Adaptive Sampling

Jun 21, 2020
Jing Ma, Qiuchen Zhang, Joyce C. Ho, Li Xiong


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Domain-Guided Task Decomposition with Self-Training for Detecting Personal Events in Social Media

Apr 21, 2020
Payam Karisani, Joyce C. Ho, Eugene Agichtein

* WWW 2020 

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Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction

Aug 15, 2019
Bonggun Shin, Sungsoo Park, Keunsoo Kang, Joyce C. Ho

* 18 pages, Proceedings of Machine Learning for Healthcare, 2019 (MLHC'19) 

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PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization

Aug 08, 2018
Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh


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PaloBoost: An Overfitting-robust TreeBoost with Out-of-Bag Sample Regularization Techniques

Jul 22, 2018
Yubin Park, Joyce C. Ho


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