transfer learning

Transfer in Reinforcement Learning via Shared Features JMLR 2012 Transferring Expectations in Model-based Reinforcement Learning NeurIPS 2012 Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NeurIPS 2011 Co-Training for Domain Adaptation NeurIPS 2011 Domain Adaptation with Coupled Subspaces AISTATS 2011 Generalizing from Several Related Classification Tasks to a New Unlabeled Sample NeurIPS 2011 Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning COLT 2011 Online Learning of Multiple Tasks and Their Relationships AISTATS 2011 Relative Density-Ratio Estimation for Robust Distribution Comparison NeurIPS 2011 Transfer from Multiple MDPs NeurIPS 2011 Transfer Learning by Borrowing Examples for Multiclass Object Detection NeurIPS 2011 Unsupervised Supervised Learning II: Margin-Based Classification without Labels AISTATS 2011 Unsupervised Supervised Learning II: Margin-Based Classification Without Labels JMLR 2011 Co-regularization Based Semi-supervised Domain Adaptation NeurIPS 2010 Evolving Static Representations for Task Transfer JMLR 2010 Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach NeurIPS 2010 Impossibility Theorems for Domain Adaptation AISTATS 2010 Infinite Predictor Subspace Models for Multitask Learning AISTATS 2010 Learning Multiple Tasks using Manifold Regularization NeurIPS 2010 Multitask Learning for Brain-Computer Interfaces AISTATS 2010 Bilinear classifiers for visual recognition NeurIPS 2009 Evaluating multi-class learning strategies in a generative hierarchical framework for object detection NeurIPS 2009 Subject independent EEG-based BCI decoding NeurIPS 2009 Transfer Learning for Reinforcement Learning Domains: A Survey JMLR 2009 An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NeurIPS 2008