Miles Lopes
6 papers · 2011–2020 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Academic Marathon (9) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
π
Conference Polyglot
(2)
π
Keyword Champion
(2)
π
Trend Setter
π
Conference Pioneer
Conferences
ICML (4)
NIPS (2)
Top co-authors
Research topics
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