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multitask learning

352 papers

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Co-occurring keywords

multi-task learning (2575) transfer learning (5449) text classification (6793) representation learning (6206) multimodal learning (4645) neural network (6616) named entity recognition (2813) large language model (13587) dependency parsing (803) machine translation (2499)

Papers

Reading Wikipedia to Answer Open-Domain Questions ACL 2017
Multitask Principal Component Analysis ACML 2016
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016
New Perspectives on k-Support and Cluster Norms JMLR 2016
Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning NIPS 2016
gLOP: the global and Local Penalty for Capturing Predictive Heterogeneity MLHC 2016
Scalable Multitask Representation Learning for Scene Classification CVPR 2014
Multitask learning meets tensor factorization: task imputation via convex optimization NIPS 2014
Spectral k-Support Norm Regularization NIPS 2014
Sparse coding for multitask and transfer learning ICML 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NIPS 2013
Excess risk bounds for multitask learning with trace norm regularization COLT 2013
Multilinear Multitask Learning ICML 2013
Latent Multitask Learning for View-Invariant Action Recognition ICCV 2013
Marginal Regression For Multitask Learning AISTATS 2012
Putting Bayes to sleep NIPS 2012
Learning Algorithms for the Classification Restricted Boltzmann Machine JMLR 2012
Computationally Efficient Convolved Multiple Output Gaussian Processes JMLR 2011
Multitask Sparsity via Maximum Entropy Discrimination JMLR 2011
Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation NIPS 2011
Infinite Predictor Subspace Models for Multitask Learning AISTATS 2010
Multitask Learning without Label Correspondences NIPS 2010
Multitask Learning for Brain-Computer Interfaces AISTATS 2010
Learning Multiple Tasks using Manifold Regularization NIPS 2010
Linear Algorithms for Online Multitask Classification JMLR 2010