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Papers (including subtopics)

Leveraging Cone Double Description for Multi-contact Stability of Humanoids with Applications to Statics and Dynamics RSS 2015 Lifted Symmetry Detection and Breaking for MAP Inference NeurIPS 2015 Linear Dimensionality Reduction: Survey, Insights, and Generalizations JMLR 2015 Linear Multi-Resource Allocation with Semi-Bandit Feedback NeurIPS 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 Local Smoothness in Variance Reduced Optimization NeurIPS 2015 Low Dimensional Explicit Feature Maps ICCV 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 Matching Bags of Regions in RGBD images CVPR 2015 Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares JMLR 2015 Matrix Completion from Fewer Entries: Spectral Detectability and Rank Estimation NeurIPS 2015 Matrix Completion Under Monotonic Single Index Models NeurIPS 2015 Matrix Completion with Noisy Side Information NeurIPS 2015 Matrix Manifold Optimization for Gaussian Mixtures NeurIPS 2015 Maximum Persistency via Iterative Relaxed Inference With Graphical Models CVPR 2015 M-Best-Diverse Labelings for Submodular Energies and Beyond 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 Minimax Fixed-Design Linear Regression COLT 2015 Minimax rates for memory-bounded sparse linear regression COLT 2015