Hong Phuong Dang

According to our database, Hong Phuong Dang authored at least 12 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

One to beat them all: "RYU" - a unifying framework for the construction of safe balls.

Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet

CoRR, 2023

2022

Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces with supplementary material.

Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet

CoRR, 2022

Beyond GAP screening for Lasso by exploiting new dual cutting half-spaces.

Thu-Le Tran, Clément Elvira, Hong Phuong Dang, Cédric Herzet

Proceedings of the 30th European Signal Processing Conference, 2022

Region-free Safe Screening Tests for $\ell_{1}$-penalized Convex Problems.

Cédric Herzet, Clément Elvira, Hong Phuong Dang

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Data-Driven Parameter Choice for Illumination Artifact Correction of Digital Images.

Hong Phuong Dang, Myriam Vimond, Ségolen Geffray

IEEE Signal Process. Lett., 2021

2019

Parameter-free Small Variance Asymptotics for Dictionary Learning.

Hong Phuong Dang, Clément Elvira

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Towards Dictionaries of Optimal Size: A Bayesian Non Parametric Approach.

Hong Phuong Dang, Pierre Chainais

J. Signal Process. Syst., 2018

Small variance asymptotics and bayesian nonparametrics for dictionary learning.

Clement Elvira, Hong Phuong Dang, Pierre Chainais

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Indian Buffet Process dictionary learning: Algorithms and applications to image processing.

Hong Phuong Dang, Pierre Chainais

Int. J. Approx. Reason., 2017

2016

Approches bayésiennes non paramétriques et apprentissage de dictionnaire pour les problèmes inverses en traitement d'image. (Bayesian nonparametric approaches and dictionary learning for inverse problems in image processing).

Hong Phuong Dang

PhD thesis, 2016

Indian Buffet process dictionary learning for image inpainting.

Hong Phuong Dang, Pierre Chainais

Proceedings of the IEEE Statistical Signal Processing Workshop, 2016

2015

A Bayesian non parametric approach to learn dictionaries with adapted numbers of atoms.

Hong Phuong Dang, Pierre Chainais

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015