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

Revisiting asynchronous linear solvers: Provable convergence rate through randomization
- - Haim Avron
  - Alex Druinsky
  - et al.
- 2015
- Journal of the ACM
Randomized algorithms for estimating the trace of an implicit symmetric positive semi-definite matrix
- - Haim Avron
  - Sivan Toledo
- 2011
- Journal of the ACM
Dynamic Graph Convolutional Networks Using the Tensor M-Product
- - Osman Asif Malik
  - Shashanka Ubaru
  - et al.
- 2021
- SDM 2021
Solving sparse linear systems with approximate inverse preconditioners on analog devices
- - Vasileios Kalantzis
  - Anshul Gupta
  - et al.
- 2021
- HPEC 2021
Sharper bounds for regularized data fitting
- - Haim Avron
  - Kenneth L. Clarkson
  - et al.
- 2017
- APPROX/RANDOM 2017
A scalable randomized least squares solver for dense overdetermined systems
- - Chander Iyer
  - Haim Avron
  - et al.
- 2015
- ScalA 2015
Random laplace feature maps for semigroup kernels on histograms
- - Jiyan Yang
  - Vikas Sindhwani
  - et al.
- 2014
- CVPR 2014
Revisiting asynchronous linear solvers: Provable convergence rate through randomization
- - Haim Avron
  - Alex Druinsky
  - et al.
- 2014
- IPDPS 2014
Kernel methods match deep neural networks on TIMIT
- - Po-Sen Huang
  - Haim Avron
  - et al.
- 2014
- ICASSP 2014
Stable Tensor Neural Networks for Rapid Deep Learning
- - Elizabeth Newman
  - Lior Horesh
  - et al.
- 2018
- arXiv