← Keywords

multi-task learning

2556 papers

Explore in graph

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

Learning curves for multi-task Gaussian process regression NIPS 2012
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction NIPS 2012
Exploiting Unrelated Tasks in Multi-Task Learning AISTATS 2012
Joint Learning of Words and Meaning Representations for Open-Text Semantic Parsing AISTATS 2012
Refinement of Operator-valued Reproducing Kernels JMLR 2012
Regularization Techniques for Learning with Matrices JMLR 2012
Lifted coordinate descent for learning with trace-norm regularization AISTATS 2012
A Two-Graph Guided Multi-task Lasso Approach for eQTL Mapping AISTATS 2012
Multi-task Vector Field Learning NIPS 2012
Multi-Task Averaging NIPS 2012
Putting Bayes to sleep NIPS 2012
Multi-Stage Multi-Task Feature Learning NIPS 2012
Bayesian models for Large-scale Hierarchical Classification NIPS 2012
Large Margin Hierarchical Classification with Mutually Exclusive Class Membership JMLR 2011
Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening AISTATS 2011
$\theta$-MRF: Capturing Spatial and Semantic Structure in the Parameters for Scene Understanding NIPS 2011
Infinite Latent SVM for Classification and Multi-task Learning NIPS 2011
Sparse Bayesian Multi-Task Learning NIPS 2011
Clustered Multi-Task Learning Via Alternating Structure Optimization NIPS 2011
Online Learning of Multiple Tasks and Their Relationships AISTATS 2011
Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning NIPS 2011
Union Support Recovery in Multi-task Learning JMLR 2011
Deep Learners Benefit More from Out-of-Distribution Examples AISTATS 2011
Multi-Task Learning using Generalized t Process AISTATS 2010
Adaptive Multi-Task Lasso: with Application to eQTL Detection NIPS 2010