Guanghao Ye
3 papers · 2020–2022 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Keywords
stochastic gradient descent
(1)
non-convex optimization
(1)
convex optimization
(1)
robust statistics
(1)
covariance estimation
(1)
high-dimensional statistics
(1)
outlier detection
(1)
submodular minimization
(1)
cutting plane method
(1)
gradient oracle
(1)
lipchitz function
(1)
subgradient method
(1)
cutting plane
(1)
lipschitz function
(1)
interior point method
(1)
robust covariance estimation
(1)
adaptive procedure
(1)
gradient oracle complexity
(1)
gradient sampling
(1)
complexity guarantee
(1)
Papers
A gradient sampling method with complexity guarantees for Lipschitz functions in high and low dimensions
NeurIPS 2022
Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
NeurIPS 2022
Robust Gaussian Covariance Estimation in Nearly-Matrix Multiplication Time
NeurIPS 2020