Application Areas

Adapting Classification Cascades to New Domains ICCV 2013 Adaptive Anonymity via b-Matching NeurIPS 2013 Adaptive Compressed Tomography Sensing CVPR 2013 Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem COLT 2013 A Divide-and-Conquer Method for Scalable Low-Rank Latent Matrix Pursuit CVPR 2013 A Gang of Bandits NeurIPS 2013 A Learning-Based Approach to Reduce JPEG Artifacts in Image Matting ICCV 2013 A Machine Learning Framework for Programming by Example ICML 2013 An Adaptive Descriptor Design for Object Recognition in the Wild ICCV 2013 A Near-Optimal Algorithm for Differentially-Private Principal Components JMLR 2013 A Non-parametric Framework for Document Bleed-through Removal CVPR 2013 A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers ICML 2013 A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013 A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013 Area Preserving Brain Mapping CVPR 2013 A simple criterion for controlling selection bias AISTATS 2013 As-Projective-As-Possible Image Stitching with Moving DLT CVPR 2013 A Stability-based Validation Procedure for Differentially Private Machine Learning NeurIPS 2013 Attribute Adaptation for Personalized Image Search ICCV 2013 Binary Code Ranking with Weighted Hamming Distance CVPR 2013 Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification CVPR 2013 BRDF Slices: Accurate Adaptive Anisotropic Appearance Acquisition CVPR 2013 BudgetedSVM: A Toolbox for Scalable SVM Approximations JMLR 2013 Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models CVPR 2013 Clustering Oligarchies AISTATS 2013