Continuous Optimization

Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm NeurIPS 2015 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 Intrinsic Scene Decomposition From RGB-D images ICCV 2015 Joint Camera Clustering and Surface Segmentation for Large-Scale Multi-View Stereo ICCV 2015 Joint Optimization of Segmentation and Color Clustering ICCV 2015 L0TV: A New Method for Image Restoration in the Presence of Impulse Noise CVPR 2015 LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NeurIPS 2015 Learning Graph Structure for Multi-Label Image Classification via Clique Generation CVPR 2015 Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning ICCV 2015 Less is More: Nyström Computational Regularization NeurIPS 2015 Leveraging Cone Double Description for Multi-contact Stability of Humanoids with Applications to Statics and Dynamics RSS 2015 Linear Dimensionality Reduction: Survey, Insights, and Generalizations JMLR 2015 Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration CVPR 2015 LMI-Based 2D-3D Registration: From Uncalibrated Images to Euclidean Scene CVPR 2015 Local Identification of Overcomplete Dictionaries JMLR 2015 Lower and Upper Bounds on the Generalization of Stochastic Exponentially Concave Optimization COLT 2015 Low Rank Matrix Completion with Exponential Family Noise COLT 2015 Low-Rank Matrix Recovery from Row-and-Column Affine Measurements ICML 2015 Majorization-Minimization for Manifold Embedding AISTATS 2015 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015 Matrix Manifold Optimization for Gaussian Mixtures NeurIPS 2015 Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering CVPR 2015 Mind the duality gap: safer rules for the Lasso ICML 2015 Minimizing Nonconvex Non-Separable Functions AISTATS 2015 Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization ICML 2015