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- Nakatasukasa, Yuji and Tropp, Joel A. (2021) Fast
& accurate randomized algorithms for linear systems and eigenvalue
problems; 10.7907/cmyh-va31
- Lotz, Martin and Tropp, Joel A. (2020) Sharp
phase transitions in Euclidian integral geometry; 10.7907/9rja-rh15
- Tropp, Joel A.; Yurtsever, Alp; et al. (2018) More
practical sketching algorithms for low-rank matrix approximation; 10.7907/bb7w-ve61
- Tropp, Joel A. (2018) Analysis
of randomized block Krylov methods
- Tropp, Joel A.; Yurtsever, Alp; et al. (2017) Fixed-Rank
Approximation of a Positive-Semidefinite Matrix from Streaming Data;
10.7907/QJE2-RP11
- McCoy, Michael B. and Tropp, Joel A. (2017) The
Achievable Performance of Convex Demixing; 10.7907/4KWM-5N31
- Tropp, Joel A.; Yurtsever, Alp; et al. (2017) Randomized
Single-View Algorithms for Low-Rank Matrix Approximation; 10.7907/Z9HT2M9C
- Gittens, A. and Tropp, J. A. (2014) Error
Bounds for Random Matrix Approximation Schemes; 10.7907/03an-qj61
- Gittens, Alex A. and Tropp, Joel A. (2014) Tail
Bounds for All Eigenvalues of a Sum of Random Matrices; 10.7907/tz8n-h623
- Chen, Richard Y.; Gittens, Alex A.; et al. (2012) The
Masked Sample Covariance Estimator: An Analysis via the Matrix Laplace
Transform; 10.7907/6rfh-ce56
- Probel, Clément J. and Tropp, Joel A. (2011) Large-Scales
PCA with Sparsity Constraints; 10.7907/51g8-zc61
- Tropp, Joel A. (2011) User-friendly
Tail Bounds for Matrix Martingales; 10.7907/62v9-yh77
- Owhadi, Houman and Zhang, Lei (2010) Localized
bases for finite dimensional homogenization approximations with
non-separated scales and high-contrast
- Owhadi, H.; Scovel, C.; et al. (2010) Optimal
Uncertainty Quantification; 10.7907/TTW6-QD19
- Tropp, Joel A. (2010) User-Friendly
Tail Bounds for Sums of Random Matrices; 10.7907/A14X-R435
- Halko, N.; Martinsson, P. G.; et al. (2009) Finding
Structure with Randomness: Stochastic Algorithms for Constructing
Approximate matrix Decompositions; 10.7907/PK8V-V047
- Desbrun, Mathieu; Donaldson, Roger D.; et al. (2009) Discrete
Geometric Structures in Homogenization and Inverse Homogenization with
Application to EIT; 10.7907/XR8W-EA85
- Berlyand, Leonid and Owhadi, Houman (2009) Flux
Norm Approach to Homogenization Problems with non-separated Scales;
10.7907/T5DC-SN48
- Tao, Molei; Owhadi, Houman; et al. (2009) Non-intrusive
and structure preserving multiscale integration of stiff ODEs, SDEs and
Hamiltonian systems with hidden slow dynamics via flow averaging; 10.7907/QZNP-SR14
- Tropp, Joel A. and Wright, Stephen J. (2009) Computational
Methods for Sparse Solution of Linear Inverse Problems; 10.7907/QF0D-J303
- Needell, D. and Tropp, J. A. (2008) CoSaMP:
Iterative Signal Recovery from Incomplete and Inaccurate Samples; 10.7907/KE0N-TN13
- Tropp, Joel A. (2008) Column
Subset Selection, Matrix Factorization, and Eigenvalue Optimization;
10.7907/82PQ-TF75
- Tropp, Joel A. and Gilbert, Anna C. (2007) Signal
Recovery from Random Measurements Via Orthogonal Matching Pursuit: The
Gaussian Case; 10.7907/EG9R-Y984
