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conftrace_

alternating direction method of multiplier

168 papers

Papers

Adversarial Nonnegative Matrix Factorization ICML 2020 An ADMM Based Framework for AutoML Pipeline Configuration AAAI 2020 A Unified Optimization Framework for Low-Rank Inducing Penalties CVPR 2020 AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates AAAI 2020 Catching Cheats: Detecting Strategic Manipulation in Distributed Optimisation of Electric Vehicle Aggregators (Extended Abstract) IJCAI 2020 Discerning the Linear Convergence of ADMM for Structured Convex Optimization through the Lens of Variational Analysis JMLR 2020 Fast and Accurate Ranking Regression AISTATS 2020 GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning JMLR 2020 High-Dimensional Interactions Detection with Sparse Principal Hessian Matrix JMLR 2020 High-dimensional quantile tensor regression JMLR 2020 Minimizing Discrete Total Curvature for Image Processing CVPR 2020 Optimal Approximation of Doubly Stochastic Matrices AISTATS 2020 Plug-and-Play Algorithms for Large-Scale Snapshot Compressive Imaging CVPR 2020 VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing ICML 2020 A Communication Efficient Stochastic Multi-Block Alternating Direction Method of Multipliers NeurIPS 2019 ADMMBO: Bayesian Optimization with Unknown Constraints using ADMM JMLR 2019 A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression NeurIPS 2019 An Optimal Algorithm for Stochastic Three-Composite Optimization AISTATS 2019 Combining ADMM and the Augmented Lagrangian Method for Efficiently Handling Many Constraints IJCAI 2019 Compressing Convolutional Neural Networks via Factorized Convolutional Filters CVPR 2019 Deep Neural Network Quantization via Layer-Wise Optimization Using Limited Training Data AAAI 2019 Differential Inclusions for Modeling Nonsmooth ADMM Variants: A Continuous Limit Theory ICML 2019 ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model CVPR 2019 Fast and Provable ADMM for Learning with Generative Priors NeurIPS 2019 Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization ICML 2019