Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Alexander Smola

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Deep Sets


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

* NIPS 2017 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Slow Learners are Fast


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

* Extended version of conference paper - NIPS 2009 

  Access Paper or Ask Questions

Direct Optimization of Ranking Measures


Apr 25, 2007
Quoc Le, Alexander Smola


  Access Paper or Ask Questions