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A Roadmap for Big Model


Apr 02, 2022
Sha Yuan, Hanyu Zhao, Shuai Zhao, Jiahong Leng, Yangxiao Liang, Xiaozhi Wang, Jifan Yu, Xin Lv, Zhou Shao, Jiaao He, Yankai Lin, Xu Han, Zhenghao Liu, Ning Ding, Yongming Rao, Yizhao Gao, Liang Zhang, Ming Ding, Cong Fang, Yisen Wang, Mingsheng Long, Jing Zhang, Yinpeng Dong, Tianyu Pang, Peng Cui, Lingxiao Huang, Zheng Liang, Huawei Shen, Hui Zhang, Quanshi Zhang, Qingxiu Dong, Zhixing Tan, Mingxuan Wang, Shuo Wang, Long Zhou, Haoran Li, Junwei Bao, Yingwei Pan, Weinan Zhang, Zhou Yu, Rui Yan, Chence Shi, Minghao Xu, Zuobai Zhang, Guoqiang Wang, Xiang Pan, Mengjie Li, Xiaoyu Chu, Zijun Yao, Fangwei Zhu, Shulin Cao, Weicheng Xue, Zixuan Ma, Zhengyan Zhang, Shengding Hu, Yujia Qin, Chaojun Xiao, Zheni Zeng, Ganqu Cui, Weize Chen, Weilin Zhao, Yuan Yao, Peng Li, Wenzhao Zheng, Wenliang Zhao, Ziyi Wang, Borui Zhang, Nanyi Fei, Anwen Hu, Zenan Ling, Haoyang Li, Boxi Cao, Xianpei Han, Weidong Zhan, Baobao Chang, Hao Sun, Jiawen Deng, Chujie Zheng, Juanzi Li, Lei Hou, Xigang Cao, Jidong Zhai, Zhiyuan Liu, Maosong Sun, Jiwen Lu, Zhiwu Lu, Qin Jin, Ruihua Song, Ji-Rong Wen, Zhouchen Lin, Liwei Wang, Hang Su, Jun Zhu, Zhifang Sui, Jiajun Zhang, Yang Liu, Xiaodong He, Minlie Huang, Jian Tang, Jie Tang

* arXiv admin note: text overlap with arXiv:2107.06499 by other authors 

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Coresets for Time Series Clustering


Oct 28, 2021
Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi

* Full version of a paper appearing in NeurIPS 2021 

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CAC: A Clustering Based Framework for Classification


Feb 23, 2021
Shivin Srivastava, Siddharth Bhatia, Lingxiao Huang, Lim Jun Heng, Kenji Kawaguchi, Vaibhav Rajan


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Coresets for Regressions with Panel Data


Nov 03, 2020
Lingxiao Huang, K. Sudhir, Nisheeth K. Vishnoi

* This is a Full version of a paper to appear in NeurIPS 2020. The code can be found in https://github.com/huanglx12/Coresets-for-regressions-with-panel-data 

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Fair Classification with Noisy Protected Attributes


Jun 08, 2020
L. Elisa Celis, Lingxiao Huang, Nisheeth K. Vishnoi


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Coresets for Clustering with Fairness Constraints


Aug 12, 2019
Lingxiao Huang, Shaofeng H. -C. Jiang, Nisheeth K. Vishnoi


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Stable and Fair Classification


Feb 26, 2019
Lingxiao Huang, Nisheeth K. Vishnoi


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Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees


Aug 02, 2018
L. Elisa Celis, Lingxiao Huang, Vijay Keswani, Nisheeth K. Vishnoi


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