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Alexander Smola

Yahoo Labs, Australian National University

Bloom Origami Assays: Practical Group Testing

Jul 21, 2020
Louis Abraham, Gary Becigneul, Benjamin Coleman, Bernhard Scholkopf, Anshumali Shrivastava, Alexander Smola

* arXiv admin note: text overlap with arXiv:2005.06413 

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Improving Semantic Segmentation via Self-Training

May 06, 2020
Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander Smola

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ResNeSt: Split-Attention Networks

Apr 19, 2020
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander Smola

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AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

Mar 13, 2020
Nick Erickson, Jonas Mueller, Alexander Shirkov, Hang Zhang, Pedro Larroy, Mu Li, Alexander Smola

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Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs

Sep 03, 2019
Minjie Wang, Lingfan Yu, Da Zheng, Quan Gan, Yu Gai, Zihao Ye, Mufei Li, Jinjing Zhou, Qi Huang, Chao Ma, Ziyue Huang, Qipeng Guo, Hao Zhang, Haibin Lin, Junbo Zhao, Jinyang Li, Alexander Smola, Zheng Zhang

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Deep Sets

Apr 14, 2018
Manzil Zaheer, Satwik Kottur, Siamak Ravanbakhsh, Barnabas Poczos, Ruslan Salakhutdinov, Alexander Smola

* NIPS 2017 

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Fast and Guaranteed Tensor Decomposition via Sketching

Oct 20, 2015
Yining Wang, Hsiao-Yu Tung, Alexander Smola, Animashree Anandkumar

* 29 pages. Appeared in Proceedings of Advances in Neural Information Processing Systems (NIPS), held at Montreal, Canada in 2015 

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Slow Learners are Fast

Nov 03, 2009
John Langford, Alexander Smola, Martin Zinkevich

* Extended version of conference paper - NIPS 2009 

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Direct Optimization of Ranking Measures

Apr 25, 2007
Quoc Le, Alexander Smola

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