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Miles E. Lopes
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2020 – today
- 2023
- [c4]Junwen Yao, N. Benjamin Erichson, Miles E. Lopes:
Error Estimation for Random Fourier Features. AISTATS 2023: 2348-2364 - [i11]Junwen Yao, N. Benjamin Erichson, Miles E. Lopes:
Error Estimation for Random Fourier Features. CoRR abs/2302.11174 (2023) - [i10]Riley Murray
, James Demmel, Michael W. Mahoney, N. Benjamin Erichson, Maksim Melnichenko, Osman Asif Malik, Laura Grigori, Piotr Luszczek, Michal Derezinski
Randomized Numerical Linear Algebra : A Perspective on the Field With an Eye to Software. CoRR abs/2302.11474 (2023) - 2021
- [i9]Aydin Buluç, Tamara G. Kolda, Stefan M. Wild, Mihai Anitescu, Anthony M. DeGennaro, John Jakeman, Chandrika Kamath, Ramakrishnan Kannan, Miles E. Lopes, Per-Gunnar Martinsson, Kary L. Myers, Jelani Nelson, Juan M. Restrepo, C. Seshadhri, Draguna L. Vrabie, Brendt Wohlberg, Stephen J. Wright, Chao Yang, Peter Zwart:
Randomized Algorithms for Scientific Computing (RASC). CoRR abs/2104.11079 (2021) - 2020
- [j3]Miles E. Lopes, Suofei Wu, Thomas C. M. Lee:
Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting. SIAM J. Math. Data Sci. 2(4): 921-943 (2020) - [c3]Jessie X. T. Chen, Miles E. Lopes:
Estimating the Error of Randomized Newton Methods: A Bootstrap Approach. ICML 2020: 1649-1659 - [c2]Miles E. Lopes, N. Benjamin Erichson, Michael W. Mahoney:
Error Estimation for Sketched SVD via the Bootstrap. ICML 2020: 6382-6392 - [i8]Miles E. Lopes, N. Benjamin Erichson, Michael W. Mahoney:
Error Estimation for Sketched SVD via the Bootstrap. CoRR abs/2003.04937 (2020)
2010 – 2019
- 2019
- [j2]Miles E. Lopes, Shusen Wang, Michael W. Mahoney:
A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. J. Mach. Learn. Res. 20: 39:1-39:40 (2019) - [i7]Miles E. Lopes, Suofei Wu, Thomas C. M. Lee:
Measuring the Algorithmic Convergence of Randomized Ensembles: The Regression Setting. CoRR abs/1908.01251 (2019) - [i6]Miles E. Lopes, N. Benjamin Erichson, Michael W. Mahoney:
Bootstrapping the Operator Norm in High Dimensions: Error Estimation for Covariance Matrices and Sketching. CoRR abs/1909.06120 (2019) - 2018
- [c1]Miles E. Lopes, Shusen Wang, Michael W. Mahoney:
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap. ICML 2018: 3223-3232 - [i5]Miles E. Lopes, Shusen Wang, Michael W. Mahoney:
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap. CoRR abs/1803.08021 (2018) - 2017
- [i4]Miles E. Lopes, Shusen Wang, Michael W. Mahoney:
A Bootstrap Method for Error Estimation in Randomized Matrix Multiplication. CoRR abs/1708.01945 (2017) - 2016
- [j1]Miles E. Lopes
Unknown Sparsity in Compressed Sensing: Denoising and Inference. IEEE Trans. Inf. Theory 62(9): 5145-5166 (2016) - 2015
- [i3]Miles E. Lopes:
Compressed Sensing without Sparsity Assumptions. CoRR abs/1507.07094 (2015) - 2013
- [i2]Miles E. Lopes:
The Convergence Rate of Majority Vote under Exchangeability. CoRR abs/1303.0727 (2013) - 2012
- [i1]Miles E. Lopes:
Estimating Unknown Sparsity in Compressed Sensing. CoRR abs/1204.4227 (2012)
Coauthor Index
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