Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems

20 June 2014

Papers citing "Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems"

22 / 22 papers shown

Title
Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions Nora Ouzir Frédéric Pascal J. Pesquet 13 1 0 12 Dec 2023
Sparse Graphical Linear Dynamical Systems Émilie Chouzenoux Victor Elvira 39 7 0 06 Jul 2023
Graph Filter Transfer via Probability Density Ratio Weighting Koki Yamada 21 2 0 26 Oct 2022
A Stochastic Bregman Primal-Dual Splitting Algorithm for Composite Optimization Antonio Silveti-Falls C. Molinari Jalal Fadili 39 8 0 22 Dec 2021
A first-order primal-dual method with adaptivity to local smoothness Maria-Luiza Vladarean Yura Malitsky V. Cevher 13 15 0 28 Oct 2021
Learning to Learn Graph Topologies Xingyue Pu Tianyue Cao Xiaoyun Zhang Xiaowen Dong Siheng Chen 35 39 0 19 Oct 2021
Time-varying Graph Learning Under Structured Temporal Priors Xiang Zhang Qiao Wang CML 19 5 0 11 Oct 2021
Two-Stage Stochastic Optimization via Primal-Dual Decomposition and Deep Unrolling An Liu Rui Yang Tony Q.S. Quek Min-Jian Zhao 27 12 0 05 May 2021
Deep Transform and Metric Learning Networks Wen Tang Émilie Chouzenoux J. Pesquet Hamid Krim 27 4 0 21 Apr 2021
Algorithms for Learning Graphs in Financial Markets José Vinícius de Miranda Cardoso Jiaxi Ying Daniel P. Palomar CML AIFin 66 17 0 31 Dec 2020
Determined BSS based on time-frequency masking and its application to harmonic vector analysis Kohei Yatabe Daichi Kitamura 37 26 0 29 Apr 2020
Time-Varying Graph Learning with Constraints on Graph Temporal Variation Koki Yamada Yuichi Tanaka Antonio Ortega AI4TS 21 43 0 10 Jan 2020
Audio Inpainting: Revisited and Reweighted Ondřej Mokrý P. Rajmic 25 20 0 08 Jan 2020
Phase-aware Harmonic/Percussive Source Separation via Convex Optimization Yoshiki Masuyama Kohei Yatabe Yasuhiro Oikawa 24 23 0 13 Mar 2019
Deep Unfolding of a Proximal Interior Point Method for Image Restoration Carla Bertocchi Émilie Chouzenoux M. Corbineau J. Pesquet M. Prato 27 107 0 11 Dec 2018
Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting Patrick R. Johnstone Jonathan Eckstein 16 40 0 19 Mar 2018
Adaptive Graph-based Total Variation for Tomographic Reconstructions Faisal Mahmood N. Shahid U. Skoglund P. Vandergheynst 27 37 0 04 Oct 2016
How to learn a graph from smooth signals Vassilis Kalofolias 34 504 0 11 Jan 2016
Combining local regularity estimation and total variation optimization for scale-free texture segmentation N. Pustelnik H. Wendt P. Abry N. Dobigeon 11 17 0 22 Apr 2015
First order algorithms in variational image processing Martin Burger Alex Sawatzky Gabriele Steidl 38 82 0 13 Dec 2014
The Primal-Dual Hybrid Gradient Method for Semiconvex Splittings Thomas Möllenhoff Evgeny Strekalovskiy Michael Möller Daniel Cremers 47 69 0 07 Jul 2014
Stein Unbiased GrAdient estimator of the Risk (SUGAR) for multiple parameter selection Charles-Alban Deledalle Samuel Vaiter M. Fadili Gabriel Peyré 47 118 0 06 May 2014