Daniel Robinson
8 papers · 2015–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π£ Hot Topic Early Bird π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
Conferences
ICML (3)
NIPS (3)
AISTATS (1)
CVPR (1)
Top co-authors
Keywords
non-convex optimization
(3)
convex optimization
(2)
dimensionality reduction
(2)
outlier detection
(2)
riemannian optimization
(2)
subspace learning
(2)
subspace clustering
(2)
dual principal component pursuit
(2)
l1 regularization
(1)
3d vision
(1)
sparse representation
(1)
subspace recovery
(1)
sparse coding
(1)
accelerated optimization
(1)
matrix completion
(1)
robust pca
(1)
robust principal component analysis
(1)
accelerated gradient
(1)
principal component analysis
(1)
orthogonal matching pursuit
(1)
Papers
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
AISTATS 2021
Conformal Symplectic and Relativistic Optimization
NIPS 2020
Noisy Dual Principal Component Pursuit
ICML 2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning
NIPS 2019
Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms
NIPS 2018
ADMM and Accelerated ADMM as Continuous Dynamical Systems
ICML 2018
Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit
CVPR 2016
Sparse Subspace Clustering with Missing Entries
ICML 2015