- Nakatasukasa, Yuji and Tropp, Joel A. (2022) Fast & accurate randomized algorithms for linear systems and eigenvalue problems; 10.7907/cmyh-va31
- Lotz, Martin and Tropp, Joel A. (2022) Sharp phase transitions in Euclidian integral geometry; 10.7907/9rja-rh15
- Probel, Clément J. and Tropp, Joel A. (2022) Large-Scales PCA with Sparsity Constraints; 10.7907/51g8-zc61
- Tropp, Joel A.; Yurtsever, Alp; et el. (2022) More practical sketching algorithms for low-rank matrix approximation; 10.7907/bb7w-ve61
- Tropp, Joel A. (2021) Analysis of randomized block Krylov methods
- Tropp, Joel A.; Yurtsever, Alp; et el. (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 el. (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 el. (2012) The Masked Sample Covariance Estimator: An Analysis via the Matrix Laplace Transform; 10.7907/6rfh-ce56
- Needell, D. and Tropp, J. A. (2011) CoSaMP: Iterative Signal Recovery from Incomplete and Inaccurate Samples; 10.7907/KE0N-TN13
- Tropp, Joel A. (2011) Column Subset Selection, Matrix Factorization, and Eigenvalue Optimization; 10.7907/82PQ-TF75
- Tropp, Joel A. and Wright, Stephen J. (2011) Computational Methods for Sparse Solution of Linear Inverse Problems; 10.7907/QF0D-J303
- Desbrun, Mathieu; Donaldson, Roger D.; et el. (2011) Discrete Geometric Structures in Homogenization and Inverse Homogenization with Application to EIT; 10.7907/XR8W-EA85
- Halko, N.; Martinsson, P. G.; et el. (2011) Finding Structure with Randomness: Stochastic Algorithms for Constructing Approximate matrix Decompositions; 10.7907/PK8V-V047
- Berlyand, Leonid and Owhadi, Houman (2011) Flux Norm Approach to Homogenization Problems with non-separated Scales; 10.7907/T5DC-SN48
- Owhadi, Houman and Zhang, Lei (2011) Localized bases for finite dimensional homogenization approximations with non-separated scales and high-contrast
- Tao, Molei; Owhadi, Houman; et el. (2011) 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
- Owhadi, H.; Scovel, C.; et el. (2011) Optimal Uncertainty Quantification; 10.7907/TTW6-QD19
- Tropp, Joel A. and Gilbert, Anna C. (2011) Signal Recovery from Random Measurements Via Orthogonal Matching Pursuit: The Gaussian Case; 10.7907/EG9R-Y984
- Tropp, Joel A. (2011) User-Friendly Tail Bounds for Sums of Random Matrices; 10.7907/A14X-R435
- Tropp, Joel A. (2011) User-friendly Tail Bounds for Matrix Martingales; 10.7907/62v9-yh77