Haim Avron

Randomized algorithms for estimating the trace of an implicit symmetric positive semi-definite matrix

Haim Avron, Sivan Toledo · Journal of the ACM · 2011 · 265 citations

Parameter Estimation, Engineering, Matrix Analysis +14

Blendenpik: Supercharging LAPACK's Least-Squares Solver

Haim Avron, Petar Maymounkov, Sivan Toledo · SIAM Journal on Scientific Computing · 2010 · 214 citations

Mathematical Programming, Numerical Analysis, Computational Science +14

ℓ ₁ -Sparse reconstruction of sharp point set surfaces

Haim Avron, Andrei Sharf, Chen Greif et al. · ACM Transactions on Graphics · 2010 · 211 citations

Engineering, Sharp Point, Image Analysis +16

Kernel methods match Deep Neural Networks on TIMIT

Po-Sen Huang, Haim Avron, Tara N. Sainath et al. · 2014 · 112 citations

Computational Bottleneck, Engineering, Machine Learning +14

Tensor-tensor algebra for optimal representation and compression of multiway data

Misha E. Kilmer, Lior Horesh, Haim Avron et al. · Proceedings of the National Academy of Sciences · 2021 · 104 citations · Full text

Tensor-tensor Algebra, Engineering, Representation Theory +15