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SOFFLFM: Super-resolution optical fluctuation Fourier light-field microscopy


Aug 26, 2022
Haixin Huang, Haoyuan Qiu, Hanzhe Wu, Yihong Ji, Heng Li, Bin Yu, Danni Chen, Junle Qu


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Learning Using Privileged Information for Zero-Shot Action Recognition


Jun 22, 2022
Zhiyi Gao, Yonghong Hou, Wanqing Li, Zihui Guo, Bin Yu


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Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data


May 30, 2022
Keyan Nasseri, Chandan Singh, James Duncan, Aaron Kornblith, Bin Yu


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Fast Interpretable Greedy-Tree Sums (FIGS)


Feb 17, 2022
Yan Shuo Tan, Chandan Singh, Keyan Nasseri, Abhineet Agarwal, Bin Yu


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Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods


Feb 02, 2022
Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu


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The Three Stages of Learning Dynamics in High-Dimensional Kernel Methods


Nov 13, 2021
Nikhil Ghosh, Song Mei, Bin Yu


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A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds


Oct 18, 2021
Yan Shuo Tan, Abhineet Agarwal, Bin Yu


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Towards Robust Waveform-Based Acoustic Models


Oct 16, 2021
Dino Oglic, Zoran Cvetkovic, Peter Sollich, Steve Renals, Bin Yu


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Interpreting and improving deep-learning models with reality checks


Aug 19, 2021
Chandan Singh, Wooseok Ha, Bin Yu


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