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Optimal Sparse Regression Trees


Nov 28, 2022
Rui Zhang, Rui Xin, Margo Seltzer, Cynthia Rudin

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* AAAI 2023 

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TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization


Sep 19, 2022
Zijie J. Wang, Chudi Zhong, Rui Xin, Takuya Takagi, Zhi Chen, Duen Horng Chau, Cynthia Rudin, Margo Seltzer

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* Accepted at IEEE VIS 2022. 5 pages, 6 figures. For a demo video, see https://youtu.be/3eGqTmsStJM. For a live demo, visit https://poloclub.github.io/timbertrek 

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Exploring the Whole Rashomon Set of Sparse Decision Trees


Sep 16, 2022
Rui Xin, Chudi Zhong, Zhi Chen, Takuya Takagi, Margo Seltzer, Cynthia Rudin

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* Accepted to NeurIPS 2022 

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Materials Transformers Language Models for Generative Materials Design: a benchmark study


Jun 27, 2022
Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu

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* 18 pages 

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Multitask Learning for Citation Purpose Classification


Jun 24, 2021
Alex Oesterling, Angikar Ghosal, Haoyang Yu, Rui Xin, Yasa Baig, Lesia Semenova, Cynthia Rudin

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* Second Workshop on Scholarly Document Processing 

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Active learning based generative design for the discovery of wide bandgap materials


Feb 28, 2021
Rui Xin, Edirisuriya M. D. Siriwardane, Yuqi Song, Yong Zhao, Steph-Yves Louis, Alireza Nasiri, Jianjun Hu

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* 16 pages 

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