Application Areas

Colour-Consistent Structure-from-Motion Models using Underwater Imagery RSS 2012 Compressive Sensing MRI with Wavelet Tree Sparsity NeurIPS 2012 Convex Multi-view Subspace Learning NeurIPS 2012 Co-Regularized Hashing for Multimodal Data NeurIPS 2012 DARWIN: A Framework for Machine Learning and Computer Vision Research and Development JMLR 2012 Differentially Private Online Learning COLT 2012 Discriminatively Trained Sparse Code Gradients for Contour Detection NeurIPS 2012 Discriminative Mixtures of Sparse Latent Fields for Risk Management AISTATS 2012 Distributed Learning, Communication Complexity and Privacy COLT 2012 Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012 Feature-aware Label Space Dimension Reduction for Multi-label Classification NeurIPS 2012 Feature Clustering for Accelerating Parallel Coordinate Descent NeurIPS 2012 GenDeR: A Generic Diversified Ranking Algorithm NeurIPS 2012 Generalization Bounds for Domain Adaptation NeurIPS 2012 History-alignment models for bias-aware prediction of virological response to HIV combination therapy AISTATS 2012 Kernel Hyperalignment NeurIPS 2012 Large-scale Linear Support Vector Regression JMLR 2012 Learning Label Trees for Probabilistic Modelling of Implicit Feedback NeurIPS 2012 Learning Networks of Heterogeneous Influence NeurIPS 2012 Local and Global Scaling Reduce Hubs in Space JMLR 2012 Local Anomaly Detection AISTATS 2012 Multi-criteria Anomaly Detection using Pareto Depth Analysis NeurIPS 2012 Near-Optimal Algorithms for Online Matrix Prediction COLT 2012 Near-optimal Differentially Private Principal Components NeurIPS 2012 NIMFA : A Python Library for Nonnegative Matrix Factorization JMLR 2012