Manolis Tsakiris
8 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
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Research topics
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)
nonsmooth optimization
(1)
sparse subspace clustering
(1)
subgradient method
(1)
linear algebra
(1)
missing data
(1)
grassmannian manifold
(1)
Papers
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
AISTATS 2021
Homomorphic Sensing: Sparsity and Noise
ICML 2021
Unlabeled Principal Component Analysis
NeurIPS 2021
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning
NeurIPS 2019
Homomorphic Sensing
ICML 2019
Noisy Dual Principal Component Pursuit
ICML 2019
Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms
NeurIPS 2018
Theoretical Analysis of Sparse Subspace Clustering with Missing Entries
ICML 2018