Manolis Tsakiris
8 papers · 2018–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
ICML (4)
NIPS (3)
AISTATS (1)
Top co-authors
Keywords
subspace learning
(3)
non-convex optimization
(3)
convex optimization
(2)
homomorphic sensing
(2)
principal component analysis
(2)
robust pca
(2)
unlabeled sensing
(2)
outlier detection
(2)
riemannian optimization
(2)
dual principal component pursuit
(2)
matrix completion
(1)
sparse optimization
(1)
robust principal component analysis
(1)
subspace recovery
(1)
sparse subspace clustering
(1)
non-smooth optimization
(1)
subgradient method
(1)
linear algebra
(1)
missing datum
(1)
grassmannian manifold
(1)
Papers
Homomorphic Sensing: Sparsity and Noise
ICML 2021
Unlabeled Principal Component Analysis
NIPS 2021
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
AISTATS 2021
Homomorphic Sensing
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
Noisy Dual Principal Component Pursuit
ICML 2019
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries
ICML 2018
Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms
NIPS 2018