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ARCS: Accurate Rotation and Correspondence Search
会议论文
PROCEEDINGS OF THE IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, New Orleans, LA, United states, June 19, 2022 - June 24, 2022
Authors:
Peng, Liangzu
;
Tsakiris, Manolis C.
;
Vidal, Rene
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View/Download:12/6
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Submit date:2022/12/02
Homomorphic sensing of subspace arrangements
期刊论文
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021, 卷号: 55, 页码: 466-485
Authors:
Peng, Liangzu
;
Tsakiris, Manolis C.
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Adobe PDF(606Kb)
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View/Download:133/78
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Submit date:2021/10/29
Homomorphic sensing
Unlabeled sensing
Linear regression without
correspondences
Real phase retrieval
Mixed linear regression
Algebraic geometry
Unsigned Matrix Completion
会议论文
2021 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY
Authors:
Yunzhen Yao
;
Liangzu Peng
;
Manolis Tsakiris
Adobe PDF(271Kb)
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View/Download:174/31
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Submit date:2021/06/16
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms
会议论文
24TH INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND STATISTICS (AISTATS), ELECTR NETWORK, APR 13-15, 2021
Authors:
Ding, Tianyu
;
Zhu, Zhihui
;
Tsakiris, Manolis
;
Vidal, Rene
;
Robinson, Daniel
Adobe PDF(1843Kb)
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View/Download:81/0
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Submit date:2021/08/27
Resolution of ideals associated to subspace arrangements
期刊论文
ALGEBRA & NUMBER THEORY, 2021
Authors:
Aldo Conca
;
Manolis C. Tsakiris
Adobe PDF(203Kb)
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View/Download:59/0
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Submit date:2021/12/02
Homomorphic Sensing: Sparsity and Noise
会议论文
PROCEEDINGS OF THE 38TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING
Authors:
Liangzu Peng
;
Boshi Wang
;
Manolis Tsakiris
Adobe PDF(343Kb)
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View/Download:57/0
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Submit date:2021/12/02
Unlabeled Principal Component Analysis
会议论文
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, Virtual, Online, December 6, 2021 - December 14, 2021
Authors:
Yao, Yunzhen
;
Peng, Liangzu
;
Tsakiris, Manolis C.
Adobe PDF(429Kb)
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View/Download:6/0
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Submit date:2022/12/09
Matrix algebra
Medical imaging
Polynomials
Privatization
Algebraic geometry
Algorithmics
Column space
Data matrix
Ground truth
matrix
Polynomial systems
Principal-component analysis
Robust principal component analysis
Systems of equations
Robust Homography Estimation via Dual Principal Component Pursuit
会议论文
2020 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), Seattle, WA, USA, 13-19 June 2020
Authors:
Tianjiao Ding
;
Yunchen Yang
;
Zhihui Zhu
;
Daniel P. Robinson
;
René Vidal
Adobe PDF(1516Kb)
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View/Download:104/3
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Submit date:2020/08/31
Estimation
Robustness
Computational modeling
Optimization
Tensile stress
Geometry
Computer vision
Linearization of resolutions via products
期刊论文
JOURNAL OF PURE AND APPLIED ALGEBRA, 2020, 卷号: 224, 期号: 1, 页码: 42-52
Authors:
Tsakiris, Manolis C.
Adobe PDF(273Kb)
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View/Download:195/6
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Submit date:2019/07/15
Castelnuovo-Mumford regularity
Products of linear ideals
An algebraic-geometric approach for linear regression without correspondences
期刊论文
IEEE TRANSACTIONS ON INFORMATION THEORY, 2020, 卷号: PP, 期号: 99, 页码: 1
Authors:
Manolis C. Tsakiris
;
Liangzu Peng
;
Aldo Conca
;
Laurent Kneip
;
Yuanming Shi
Adobe PDF(690Kb)
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View/Download:297/7
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Submit date:2020/03/16
Linear regression
Complexity theory
Signal to noise ratio
Noise measurement
Maximum likelihood estimation
Linear systems
Mathematical model