Houman Owhadi
Computational Mechanics · 2009–2017
A researcher in the Science corpus: 6 papers; trusts 77 researchers and is trusted by 16 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 40 citations into it; #2,317 of 10,001 by trust here, #5,350 by citations
- Statistics and Probability — 27 citations into it; #3,150 of 12,932 by trust here, #4,371 by citations
- Computational Theory and Mathematics — 22 citations into it
- Statistical and Nonlinear Physics — 19 citations into it
- Computer Vision and Pattern Recognition — 15 citations into it; #6,922 of 21,575 by trust here, #14,822 by citations
- Numerical Analysis — 15 citations into it
- Mathematical Physics — 14 citations into it
- Applied Mathematics — 11 citations into it
Whom Houman Owhadi trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- David L. Donoho
- Anthony Nouy
- E.J. Candes
- Dongbin Xiu
- Ivo Babuska
- Alireza Doostan
- Deanna Needell
- Joel A. Tropp
- Ingo Steinwart
- Fabio Nobile
Who trusts Houman Owhadi overall
- Alireza Doostan
- Ahmed H. Elsheikh
- Albert Cohen
- Mohammad Hadigol
- Jerrad Hampton
- Hamid Bazargan
- John D. Jakeman
- José A. Morales Escalante
- Ronald A. DeVore
Papers from Houman Owhadi's perspective
Ordered by how strongly the researchers Houman Owhadi trusts endorse each paper. Same corpus, a different order for every researcher.
- Regression Shrinkage and Selection via the Lasso
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
- An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
- Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems (IEEE Journal on Selected Topics in Signal Processing)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Compressed Sensing
- © Institute of Mathematical Statistics, 2004 LEAST ANGLE REGRESSION
- Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?
- Atomic Decomposition by Basis Pursuit
- CoSaMP: Iterative signal recovery from incomplete and inaccurate samples (arXiv.org)
Their papers
- Handbook of Uncertainty Quantification (2017) — 368 citations
- A non-adapted sparse approximation of PDEs with stochastic inputs (2010) — 465 citations
- Gaussian processes A hands-on tutorial (2017)
- Separability of reproducing kernel spaces (2015) — 47 citations
- Conditioning Gaussian measure on Hilbert space (2015) — 49 citations
- Nonintrusive and Structure Preserving Multiscale Integration of Stiff ODEs, SDEs, and Hamiltonian Systems with Hidden Slow Dynamics via Flow Averaging (2009) — 115 citations