Publications

Found 9 results
Author Title [ Type(Asc)] Year
Filters: Author is Jiyan Yang  [Clear All Filters]
Conference Paper
Yang, J., Chow Y-L., Re C., & Mahoney M. (2015).  Weighted SGD for ℓp Regression with Randomized Preconditioning. Proceedings of the 27th Annual SODA Conference. 558-569.
Xu, P., Yang J., Roosta-Khorasani F., Re C., & Mahoney M. (2016).  Sub-sampled Newton Methods with Non-uniform Sampling. Proceedings of the 2016 NIPS Conference.
Yang, J., Sindhwani V., Fan Q., Avron H., & Mahoney M. (2014).  Random Laplace Feature Maps for Semigroup Kernels on Histograms.
Yang, J., Sindhwani V., Avron H., & Mahoney M. (2014).  Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels.
Gittens, A., Kottalam J., Yang J., Ringenburg M. F., Chhugani J., Racah E., et al. (2016).  A multi-platform evaluation of the randomized CX low-rank matrix factorization in Spark. Proceedings of the 5th International Workshop on Parallel and Distributed Computing for Large Scale Machine Learning and Big Data Analytics.
Yang, J., Mahoney M., Saunders M. A., & Sun Y. (2016).  Feature-distributed sparse regression: a screen-and-clean approach. Proceedings of the 2016 NIPS Conference.