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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

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* arXiv admin note: text overlap with arXiv:2005.06413

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Deep Sets

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

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* 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

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* 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

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* 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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