Nathan Srebro

Publications

Distributed Stochastic Multi-Task Learning with Graph Regularization
Weiran Wang, Jialei Wang, Mladen Kolar, Nathan Srebro
arXiv:1802.03830
Preprint
Efficient Distributed Learning with Sparsity
Jialei Wang, Mladen Kolar, Nathan Srebro, Tong Zhang
Proceedings of the 34th International Conference on Machine Learning
PDF
Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data
Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Mladen Kolar, Nathan Srebro
Electron. J. Stat
PDF DOI
Sketching meets random projection in the dual: a provable recovery algorithm for big and high-dimensional data
Jialei Wang, Jason D. Lee, Mehrdad Mahdavi, Mladen Kolar, Nathan Srebro
Electronic Journal of Statistics, 11(2), 4896–4944
DOI
Distributed Multi-Task Learning with Shared Representation
Jialei Wang, Mladen Kolar, Nathan Srebro
Technical report
Preprint