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GBHT: Gradient Boosting Histogram Transform for Density Estimation


Jun 10, 2021
Jingyi Cui, Hanyuan Hang, Yisen Wang, Zhouchen Lin

* Accepted to ICML2021. arXiv admin note: text overlap with arXiv:2106.01986 

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Leveraged Weighted Loss for Partial Label Learning


Jun 10, 2021
Hongwei Wen, Jingyi Cui, Hanyuan Hang, Jiabin Liu, Yisen Wang, Zhouchen Lin

* Accepted to ICML2021 as long talk 

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Gradient Boosted Binary Histogram Ensemble for Large-scale Regression


Jun 03, 2021
Hanyuan Hang, Tao Huang, Yuchao Cai, Hanfang Yang, Zhouchen Lin


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Histogram Transform Ensembles for Large-scale Regression


Dec 08, 2019
Hanyuan Hang, Zhouchen Lin, Xiaoyu Liu, Hongwei Wen

* arXiv admin note: text overlap with arXiv:1911.11581 

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Histogram Transform Ensembles for Density Estimation


Nov 24, 2019
Hanyuan Hang

* arXiv admin note: text overlap with arXiv:1905.03729 

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Density-based Clustering with Best-scored Random Forest


Jun 24, 2019
Hanyuan Hang, Yuchao Cai, Hanfang Yang


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Best-scored Random Forest Classification


May 27, 2019
Hanyuan Hang, Xiaoyu Liu, Ingo Steinwart


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Best-scored Random Forest Density Estimation


May 09, 2019
Hanyuan Hang, Hongwei Wen


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Two-stage Best-scored Random Forest for Large-scale Regression


May 09, 2019
Hanyuan Hang, Yingyi Chen, Johan A. K. Suykens


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Kernel Density Estimation for Dynamical Systems


Jul 13, 2016
Hanyuan Hang, Ingo Steinwart, Yunlong Feng, Johan A. K. Suykens


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Learning theory estimates with observations from general stationary stochastic processes


May 10, 2016
Hanyuan Hang, Yunlong Feng, Ingo Steinwart, Johan A. K. Suykens

* arXiv admin note: text overlap with arXiv:1501.03059 

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