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Le Thi Khanh Hien
Joined
December 2020
Names
Le Thi Khanh Hien
(Preferred)
,
Hien Thi Khanh Le
Emails
****@umons.ac.be
(Confirmed)
,
****@huawei.com
(Confirmed)
,
****@acapela-group.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Postdoc
University of Mons
(umons.ac.be)
2022
–
2023
Researcher
Huawei Technologies Ltd.
(huawei.com)
2021
–
2022
Postdoc
National University of Singapore
(nus.edu.sg)
2015
–
2018
Advisors, Relations & Conflicts
No relations added
Expertise
Nonconvex optimization
Present
Optimization in Machine Learning
Present
Continuous optimization
2015
–
Present
Publications
Anomaly detection with semi-supervised classification based on risk estimators
Le Thi Khanh Hien
,
Sukanya Patra
,
Souhaib Ben Taieb
Accepted by TMLR
Readers:
Everyone
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization
Nicolas Gillis
,
Le Thi Khanh Hien
,
Valentin Leplat
,
Vincent Y. F. Tan
Published: 01 Jan 2022, Last Modified: 12 May 2023
IEEE Trans. Pattern Anal. Mach. Intell. 2022
Readers:
Everyone
Block Bregman Majorization Minimization with Extrapolation
Le Thi Khanh Hien
,
Duy Nhat Phan
,
Nicolas Gillis
,
Masoud Ahookhosh
,
Panagiotis Patrinos
Published: 01 Jan 2022, Last Modified: 15 May 2023
SIAM J. Math. Data Sci. 2022
Readers:
Everyone
Inertial alternating direction method of multipliers for non-convex non-smooth optimization
Le Thi Khanh Hien
,
Duy Nhat Phan
,
Nicolas Gillis
Published: 01 Jan 2022, Last Modified: 16 May 2023
Comput. Optim. Appl. 2022
Readers:
Everyone
Multiblock ADMM for nonsmooth nonconvex optimization with nonlinear coupling constraints
Le Thi Khanh Hien
,
Dimitri Papadimitriou
Published: 01 Jan 2022, Last Modified: 16 May 2023
CoRR 2022
Readers:
Everyone
Inertial Block Proximal Method for Non-Convex Non-Smooth Optimization
Le Thi Khanh Hien
,
Nicolas Gillis
,
Panagiotis Patrinos
08 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
A Framework of Inertial Alternating Direction Method of Multipliers for Non-Convex Non-Smooth Optimization
Le Thi Khanh Hien
,
Duy Nhat Phan
,
Nicolas Gillis
08 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization
Le Thi Khanh Hien
,
Duy Nhat Phan
,
Nicolas Gillis
08 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization
Nicolas Gillis
,
Le Thi Khanh Hien
,
Valentin Leplat
,
Vincent Tan
08 May 2021 (modified: 08 May 2021)
OpenReview Archive Direct Upload
Readers:
Everyone
Accelerated Randomized Mirror Descent Algorithms For Composite Non-strongly Convex Optimization
Hien Thi Khanh Le
,
Cuong V Nguyen
,
Huan Xu
,
Canyi Lu
,
Jiashi Feng
08 May 2021 (modified: 08 May 2021)
OpenReview Archive Direct Upload
Readers:
Everyone
View all 28 publications
Co-Authors
Andersen Man Shun Ang
Canyi Lu
Chek Beng Chua
Cuong V Nguyen
Cuong V. Nguyen
Dimitri Papadimitriou
Duy Nhat Phan
Huan Xu
Jeremy E. Cohen
Jiashi Feng
Masoud Ahookhosh
Melvyn Sim
Nicolas Gillis
Olivier Vu Thanh
Panagiotis Patrinos
Souhaib Ben Taieb
Sukanya Patra
Valentin Leplat
Vincent Tan
Vincent Y. F. Tan
William B. Haskell