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On Local Linear Convergence of Projected Gradient Descent for Unit-Modulus Least Squares


Jul 01, 2022
Trung Vu, Raviv Raich, Xiao Fu

* 16 pages 

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On Asymptotic Linear Convergence of Projected Gradient Descent for Constrained Least Squares


Dec 22, 2021
Trung Vu, Raviv Raich

* 16 pages 

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Active Learning in Incomplete Label Multiple Instance Multiple Label Learning


Jul 26, 2021
Tam Nguyen, Raviv Raich

* Machine learning, Multiple instance multiple label learning, Active learning, incomplete label learning 

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Exact Linear Convergence Rate Analysis for Low-Rank Symmetric Matrix Completion via Gradient Descent


Feb 06, 2021
Trung Vu, Raviv Raich

* Full version 

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Weakly-supervised Dictionary Learning


Feb 05, 2018
Zeyu You, Raviv Raich, Xiaoli Z. Fern, Jinsub Kim


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Confidence-Constrained Maximum Entropy Framework for Learning from Multi-Instance Data


Mar 07, 2016
Behrouz Behmardi, Forrest Briggs, Xiaoli Z. Fern, Raviv Raich


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Dynamic Programming for Instance Annotation in Multi-instance Multi-label Learning


Nov 14, 2014
Anh T. Pham, Raviv Raich, Xiaoli Z. Fern


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