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All publications by Haim Avron
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Community Detection Using Time-Dependent Personalized PageRank
Haim Avron and Lior Horesh
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels
Jiyan Yang, Vikas Sindhwani, Haim Avron and Michael Mahoney
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Subspace Embeddings for the Polynomial Kernel
Haim Avron, Huy Nguyen and David Woodruff
Advances in Neural Information Processing Systems 27, 2014


Sketching Structured Matrices for Faster Nonlinear Regression
Haim Avron, Vikas Sindhwani and David Woodruff
Advances in Neural Information Processing Systems 26, 2013


Efficient Dimensionality Reduction for Canonical Correlation Analysis
Haim Avron, Christos Boutsidis, Sivan Toledo and Anastasios Zouzias
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Efficient and Practical Stochastic Subgradient Descent for Nuclear Norm Regularization
Haim Avron, Satyen Kale, Vikas Sindhwani and Shiva P. Kasiviswanathan
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012