Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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30 results for Haim Avron

A randomized least squares solver for terabyte-sized dense overdetermined systems
- - Chander Iyer
  - Haim Avron
  - et al.
- 2019
- Journal of Computational Science
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