convex relaxation

CRVI: Convex Relaxation for Variational Inference ICML 2018 Efficient Algorithms for Outlier-Robust Regression COLT 2018 Geometric Multi-Model Fitting With a Convex Relaxation Algorithm CVPR 2018 Graphical Nonconvex Optimization via an Adaptive Convex Relaxation ICML 2018 How to tell when a clustering is (approximately) correct using convex relaxations NeurIPS 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018 SoS-RSC: A Sum-of-Squares Polynomial Approach to Robustifying Subspace Clustering Algorithms CVPR 2018 Stochastic PCA with ℓ_2 and ℓ_1 Regularization ICML 2018 Clustering by Sum of Norms: Stochastic Incremental Algorithm, Convergence and Cluster Recovery ICML 2017 Connected Subgraph Detection with Mirror Descent on SDPs ICML 2017 Convex Phase Retrieval without Lifting via PhaseMax ICML 2017 Elementary Symmetric Polynomials for Optimal Experimental Design NeurIPS 2017 On Quadratic Convergence of DC Proximal Newton Algorithm in Nonconvex Sparse Learning NeurIPS 2017 On Tensor Train Rank Minimization : Statistical Efficiency and Scalable Algorithm NeurIPS 2017 Phase Retrieval Meets Statistical Learning Theory: A Flexible Convex Relaxation AISTATS 2017 Robust Discriminative Clustering with Sparse Regularizers JMLR 2017 Unsupervised Transformation Learning via Convex Relaxations NeurIPS 2017 A Convex Atomic-Norm Approach to Multiple Sequence Alignment and Motif Discovery ICML 2016 A Non-generative Framework and Convex Relaxations for Unsupervised Learning NeurIPS 2016 Convex Two-Layer Modeling with Latent Structure NeurIPS 2016 Fast recovery from a union of subspaces NeurIPS 2016 Instance-Level Video Segmentation From Object Tracks CVPR 2016 On the low-rank approach for semidefinite programs arising in synchronization and community detection COLT 2016 On the Statistical Limits of Convex Relaxations ICML 2016 Semantic 3D Reconstruction With Continuous Regularization and Ray Potentials Using a Visibility Consistency Constraint CVPR 2016