Multi-Task Learning

Multi-task Sparse Structure Learning with Gaussian Copula Models JMLR 2016 Multi-view and multi-task training of RST discourse parsers COLING 2016 New Perspectives on k-Support and Cluster Norms JMLR 2016 Noise and Metadata Sensitive Bottleneck Features for Improving Speaker Recognition with Non-Native Speech Input Interspeech 2016 Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016 Phonetic Context Embeddings for DNN-HMM Phone Recognition Interspeech 2016 PPP: Joint Pointwise and Pairwise Image Label Prediction CVPR 2016 Random Fourier Features For Operator-Valued Kernels ACML 2016 Rich Component Analysis ICML 2016 Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective Interspeech 2016 User Classification with Multiple Textual Perspectives COLING 2016 Zero-resource Dependency Parsing: Boosting Delexicalized Cross-lingual Transfer with Linguistic Knowledge COLING 2016 A Probabilistic Model for Dirty Multi-task Feature Selection ICML 2015 Convex Learning of Multiple Tasks and their Structure ICML 2015 Cross-Age Face Verification by Coordinating With Cross-Face Age Verification CVPR 2015 Curriculum Learning of Multiple Tasks CVPR 2015 Deeply Learned Attributes for Crowded Scene Understanding CVPR 2015 Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction NeurIPS 2015 Efficient Output Kernel Learning for Multiple Tasks NeurIPS 2015 From Emotions to Action Units With Hidden and Semi-Hidden-Task Learning ICCV 2015 GAP Safe screening rules for sparse multi-task and multi-class models NeurIPS 2015 Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification CVPR 2015 Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering ACML 2015 Learning a Sequential Search for Landmarks CVPR 2015 Learning Deep Representation With Large-Scale Attributes ICCV 2015