conftrace_

convex relaxation

112 papers

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Co-occurring keywords

convex optimization (1321) semidefinite programming (147) combinatorial optimization (1039) neural network verification (106) linear programming (227) low-rank matrix (174) graphical model (864) adversarial robustness (1341) quadratic programming (83) matrix recovery (51)

Papers

Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014
A Convex Relaxation of the Ambrosio--Tortorelli Elliptic Functionals for the Mumford-Shah Functional CVPR 2014
Sequential Convex Relaxation for Mutual Information-Based Unsupervised Figure-Ground Segmentation CVPR 2014
Beyond the Birkhoff Polytope: Convex Relaxations for Vector Permutation Problems NIPS 2014
Connected Sub-graph Detection AISTATS 2014
Convex Relaxations for Permutation Problems NIPS 2013
Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods AISTATS 2013
Dual Decomposition for Joint Discrete-Continuous Optimization AISTATS 2013
Proportion Priors for Image Sequence Segmentation ICCV 2013
Breaking the Small Cluster Barrier of Graph Clustering ICML 2013
Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression ICML 2013
Sparse projections onto the simplex ICML 2013
A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems ICML 2013
Convex and Scalable Weakly Labeled SVMs JMLR 2013
Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013
Unsupervised Spectral Learning of Finite State Transducers NIPS 2013
Relative Volume Constraints for Single View 3D Reconstruction CVPR 2013
A New Convex Relaxation for Tensor Completion NIPS 2013
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
Total Variation Regularization for Functions with Values in a Manifold ICCV 2013
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NIPS 2013
A Practical Rank-Constrained Eight-Point Algorithm for Fundamental Matrix Estimation CVPR 2013
Efficient 3D Endfiring TRUS Prostate Segmentation with Globally Optimized Rotational Symmetry CVPR 2013
Density Propagation and Improved Bounds on the Partition Function NIPS 2012
A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm ACML 2012