Tsakiris, Manolis

8 publications

AISTATS 2021 Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms Tianyu Ding, Zhihui Zhu, Manolis Tsakiris, Rene Vidal, Daniel Robinson

ICML 2021 Homomorphic Sensing: Sparsity and Noise Liangzu Peng, Boshi Wang, Manolis Tsakiris

NeurIPS 2021 Unlabeled Principal Component Analysis Yunzhen Yao, Liangzu Peng, Manolis Tsakiris

NeurIPS 2019 A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning Zhihui Zhu, Tianyu Ding, Daniel Robinson, Manolis Tsakiris, René Vidal

ICML 2019 Homomorphic Sensing Manolis Tsakiris, Liangzu Peng

ICML 2019 Noisy Dual Principal Component Pursuit Tianyu Ding, Zhihui Zhu, Tianjiao Ding, Yunchen Yang, Rene Vidal, Manolis Tsakiris, Daniel Robinson

NeurIPS 2018 Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms Zhihui Zhu, Yifan Wang, Daniel Robinson, Daniel Naiman, René Vidal, Manolis Tsakiris

ICML 2018 Theoretical Analysis of Sparse Subspace Clustering with Missing Entries Manolis Tsakiris, Rene Vidal