A randomized least squares solver for terabyte-sized dense overdetermined systems
- Chander Iyer
- Haim Avron
- et al.
- 2019
- Journal of Computational Science
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30 results for Haim Avron
Experimental design for nonparametric correction of misspecified dynamical models
- Gal Shulkind
- Lior Horesh
- et al.
- 2018
- SIAM/ASA JUQ
Hierarchically compositional kernels for scalable nonparametric learning
- Jie Chen
- Haim Avron
- et al.
- 2017
- JMLR
Faster kernel ridge regression using sketching and preconditioning
- Haim Avron
- Kenneth L. Clarkson
- et al.
- 2017
- SIMAX
Approximating spectral sums of large-scale matrices using stochastic Chebyshev approximations
- Insu Han
- Dmitry Malioutov
- et al.
- 2017
- SIAM Journal on Scientific Computing
Efficient dimensionality reduction for canonical correlation analysis
- Haim Avron
- Christos Boutsidis
- et al.
- 2014
- SIAM Journal on Scientific Computing
Faster subset selection for matrices and applications
- Haim Avron
- Christos Boutsidis
- 2013
- SIMAX
Solving Hermitian positive definite systems using indefinite incomplete factorizations
- Haim Avron
- Anshul Gupta
- et al.
- 2013
- J. Comput. Appl. Math.
ℓ1-Sparse Reconstruction of Sharp Point Set Surfaces
- Haim Avron
- Andrei Sharf
- et al.
- 2010
- ACM Transactions on Graphics
Combinatorial preconditioners for scalar elliptic finite-element problems
- Haim Avron
- Doron Chen
- et al.
- 2009
- SIMAX