Multi-Task Learning

No Matter Where You Are: Flexible Graph-Guided Multi-task Learning for Multi-view Head Pose Classification under Target Motion ICCV 2013 Non-Linear Domain Adaptation with Boosting NeurIPS 2013 Parametric Task Learning NeurIPS 2013 Reward Mapping for Transfer in Long-Lived Agents NeurIPS 2013 Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching NeurIPS 2013 Robust Multi-resolution Pedestrian Detection in Traffic Scenes CVPR 2013 SCALPEL: Segmentation Cascades with Localized Priors and Efficient Learning CVPR 2013 Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NeurIPS 2013 Stability of Multi-Task Kernel Regression Algorithms ACML 2013 Structured Learning via Logistic Regression NeurIPS 2013 Structure Preserving Object Tracking CVPR 2013 Subcategory-Aware Object Classification CVPR 2013 Supervised Sparse Analysis and Synthesis Operators NeurIPS 2013 The Multi-Task Learning View of Multimodal Data ACML 2013 The price of bandit information in multiclass online classification COLT 2013 Tracking via Robust Multi-task Multi-view Joint Sparse Representation ICCV 2013 Visual Reranking through Weakly Supervised Multi-graph Learning ICCV 2013 Active Learning of Multi-Index Function Models NeurIPS 2012 A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012 Augmented-SVM: Automatic space partitioning for combining multiple non-linear dynamics NeurIPS 2012 Bayesian Hierarchical Reinforcement Learning NeurIPS 2012 Bayesian models for Large-scale Hierarchical Classification NeurIPS 2012 Exploiting Unrelated Tasks in Multi-Task Learning AISTATS 2012 High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NeurIPS 2012 Learned Prioritization for Trading Off Accuracy and Speed NeurIPS 2012