← Authors

Miles Lopes

6 papers · 2011–2020 · 2 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (10) πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

ICML (4) NIPS (2)

Top co-authors

Michael Mahoney (2) Laurent Jacob (1) Martin J. Wainwright (1) Jessie X.T. Chen (1) Shusen Wang (1) N. Benjamin Erichson (1)

Research topics

Statistics (2)

Keywords

bootstrap method (3) error estimation (3) random projection (2) confidence interval (2) distributed optimization (1) high-dimensional statistics (1) hypothesis testing (1) two-sample test (1) singular value decomposition (1) matrix approximation (1) high-dimensional regression (1) sparse optimization (1) low-rank matrix (1) signal recovery (1) hotelling t-squared (1) matrix recovery (1) numerical linear algebra (1) linear measurement (1) randomized algorithm (1) least square (1)

Papers

Estimating the Error of Randomized Newton Methods: A Bootstrap Approach ICML 2020
Error Estimation for Sketched SVD via the Bootstrap ICML 2020
Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018
A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs NIPS 2014
Estimating Unknown Sparsity in Compressed Sensing ICML 2013
A More Powerful Two-Sample Test in High Dimensions using Random Projection NIPS 2011