Author pages are created from data sourced from our academic publisher partnerships and public sources.
- Publications
- Influence
Share This Author
Randomized algorithms for estimating the trace of an implicit symmetric positive semi-definite matrix
- H. Avron, Sivan Toledo
- Computer ScienceJACM
- 1 April 2011
TLDR
Blendenpik: Supercharging LAPACK's Least-Squares Solver
- H. Avron, P. Maymounkov, Sivan Toledo
- Computer ScienceSIAM J. Sci. Comput.
- 1 April 2010
TLDR
Random Fourier Features for Kernel Ridge Regression: Approximation Bounds and Statistical Guarantees
- H. Avron, M. Kapralov, Cameron Musco, C. Musco, A. Velingker, A. Zandieh
- Computer ScienceICML
- 26 April 2018
TLDR
Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels
- H. Avron, V. Sindhwani, Jiyan Yang, Michael W. Mahoney
- Computer Science, MathematicsJ. Mach. Learn. Res.
- 21 June 2014
TLDR
Faster Subset Selection for Matrices and Applications
- H. Avron, Christos Boutsidis
- Mathematics, Computer ScienceSIAM J. Matrix Anal. Appl.
- 30 December 2011
TLDR
Efficient and Practical Stochastic Subgradient Descent for Nuclear Norm Regularization
- H. Avron, Satyen Kale, S. Kasiviswanathan, V. Sindhwani
- Computer ScienceICML
- 26 June 2012
TLDR
Kernel methods match Deep Neural Networks on TIMIT
- Po-Sen Huang, H. Avron, T. Sainath, V. Sindhwani, B. Ramabhadran
- Computer ScienceIEEE International Conference on Acoustics…
- 4 May 2014
TLDR
Faster Kernel Ridge Regression Using Sketching and Preconditioning
- H. Avron, K. Clarkson, David P. Woodruff
- Computer ScienceSIAM J. Matrix Anal. Appl.
- 10 November 2016
TLDR
Subspace Embeddings for the Polynomial Kernel
- H. Avron, Huy L. Nguyen, David P. Woodruff
- Computer ScienceNIPS
- 8 December 2014
TLDR
Revisiting Asynchronous Linear Solvers: Provable Convergence Rate through Randomization
- H. Avron, Alex Druinsky, Anshul Gupta
- Computer ScienceIEEE 28th International Parallel and Distributed…
- 23 April 2013
TLDR
...
...