primal-dual algorithm

Optimal Algorithms for Non-Smooth Distributed Optimization in Networks NeurIPS 2018 Stochastic Three-Composite Convex Minimization with a Linear Operator AISTATS 2018 Exploiting Strong Convexity from Data with Primal-Dual First-Order Algorithms ICML 2017 Prox-PDA: The Proximal Primal-Dual Algorithm for Fast Distributed Nonconvex Optimization and Learning Over Networks ICML 2017 Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm CVPR 2017 Designing smoothing functions for improved worst-case competitive ratio in online optimization NeurIPS 2016 How to Learn a Graph from Smooth Signals AISTATS 2016 Pruning Random Forests for Prediction on a Budget NeurIPS 2016 A Universal Primal-Dual Convex Optimization Framework NeurIPS 2015 A Primal-Dual Algorithm for Higher-Order Multilabel Markov Random Fields CVPR 2014 Communication-Efficient Distributed Dual Coordinate Ascent NeurIPS 2014 Saddle Points and Accelerated Perceptron Algorithms ICML 2014 Adaptive Task Assignment for Crowdsourced Classification ICML 2013 Image Guided Depth Upsampling Using Anisotropic Total Generalized Variation ICCV 2013 Simultaneous Super-Resolution of Depth and Images Using a Single Camera CVPR 2013 Stochastic Convex Optimization with Multiple Objectives NeurIPS 2013 Tree Shape Priors with Connectivity Constraints Using Convex Relaxation on General Graphs ICCV 2013 A Primal-Dual Algorithm for Group Sparse Regularization with Overlapping Groups NeurIPS 2010 A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NeurIPS 2010 Mind the Duality Gap: Logarithmic regret algorithms for online optimization NeurIPS 2008