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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

A Dirty Model for Multi-task Learning NIPS 2010
Large Margin Multi-Task Metric Learning NIPS 2010
Multitask Learning without Label Correspondences NIPS 2010
Learning Multiple Tasks with a Sparse Matrix-Normal Penalty NIPS 2010
Multi-task Learning for Recommender System ACML 2010
Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models NIPS 2010
Efficient Multioutput Gaussian Processes through Variational Inducing Kernels AISTATS 2010
On Spectral Learning JMLR 2010
Learning Multiple Tasks using Manifold Regularization NIPS 2010
Classification with Incomplete Data Using Dirichlet Process Priors JMLR 2010
Asymptotically Optimal Regularization in Smooth Parametric Models NIPS 2009
Generalization Errors and Learning Curves for Regression with Multi-task Gaussian Processes NIPS 2009
Heterogeneous multitask learning with joint sparsity constraints NIPS 2009
Multi-task Gaussian Process Learning of Robot Inverse Dynamics NIPS 2008
Clustered Multi-Task Learning: A Convex Formulation NIPS 2008
Nonparametric regression and classification with joint sparsity constraints NIPS 2008
Universal Multi-Task Kernels JMLR 2008
Semi-Supervised Multitask Learning NIPS 2007
Multi-Task Learning for Classification with Dirichlet Process Priors JMLR 2007
A Stochastic Algorithm for Feature Selection in Pattern Recognition JMLR 2007
Online Learning of Multiple Tasks with a Shared Loss JMLR 2007
Multi-Task Learning via Conic Programming NIPS 2007
Multi-task Gaussian Process Prediction NIPS 2007
A Spectral Regularization Framework for Multi-Task Structure Learning NIPS 2007
Multi-Task Feature Learning NIPS 2006