Ganzhao Yuan

CoRR, 2023

Coordinate Descent Methods for Fractional Minimization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

Coordinate Descent Methods for DC Minimization.

[BibT_eX]

[DOI]

CoRR, 2021

2020

A Block Decomposition Algorithm for Sparse Optimization.

[BibT_eX]

[DOI]

Li Shen

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

ℓ<sub>0</sub>TV: A Sparse Optimization Method for Impulse Noise Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem.

[BibT_eX]

[DOI]

Li Shen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

A Generalized Matrix Splitting Algorithm.

[BibT_eX]

[DOI]

CoRR, 2018

High-Quality Exposure Correction of Underexposed Photos.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

2017

A Coordinate-wise Optimization Algorithm for Sparse Inverse Covariance Selection.

[BibT_eX]

[DOI]

Haoxian Tan

CoRR, 2017

GSOS: Gauss-Seidel Operator Splitting Algorithm for Multi-Term Nonsmooth Convex Composite Optimization.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

A Matrix Splitting Method for Composite Function Minimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

An Exact Penalty Method for Binary Optimization Based on MPEC Formulation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Optimal Linear Aggregate Query Processing under Approximate Differential Privacy.

[BibT_eX]

[DOI]

CoRR, 2016

Convex Optimization for Linear Query Processing under Approximate Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

A Proximal Alternating Direction Method for Semi-Definite Rank Minimization.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2015

ℓ0TV: A new method for image restoration in the presence of impulse noise.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

BILGO: Bilateral greedy optimization for large scale semidefinite programming.

[BibT_eX]

[DOI]

Zhifeng Hao