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All publications by Si Si
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Memory Efficient Kernel Approximation
Si Si, Cho-jui Hsieh and Inderjit Dhillon
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A Divide-and-Conquer Solver for Kernel Support Vector Machines
Cho-jui Hsieh, Si Si and Inderjit Dhillon
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Multi-Scale Spectral Decomposition of Massive Graphs
Si Si, Donghyuk Shin, Inderjit S. Dhillon and Beresford N. Parlett
Advances in Neural Information Processing Systems 27, 2014


Fast Prediction for Large-Scale Kernel Machines
Cho-jui Hsieh, Si Si and Inderjit S. Dhillon
Advances in Neural Information Processing Systems 27, 2014