Learning a Navigation Task in Changing Environments by Multi-task Reinforcement Learning
EWLR-8 Proceedings of the 8th European Workshop on Learning Robots: Advances in Robot Learning
Learning to Learn Using Gradient Descent
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Multiclassifier Systems: Back to the Future
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
A theoretical framework for learning from a pool of disparate data sources
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Cluster ensembles: a knowledge reuse framework for combining partitionings
Eighteenth national conference on Artificial intelligence
Cluster ensembles --- a knowledge reuse framework for combining multiple partitions
The Journal of Machine Learning Research
Regularized multi--task learning
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-task feature and kernel selection for SVMs
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Separating Style and Content with Bilinear Models
Neural Computation
Learning a kernel function for classification with small training samples
ICML '06 Proceedings of the 23rd international conference on Machine learning
Multi-Task Learning for Classification with Dirichlet Process Priors
The Journal of Machine Learning Research
The matrix stick-breaking process for flexible multi-task learning
Proceedings of the 24th international conference on Machine learning
Developmental learning for autonomous robots
Robotics and Autonomous Systems
From Aardvark to Zorro: A Benchmark for Mammal Image Classification
International Journal of Computer Vision
Hybrid evolutionary built decision trees for prediction of perspective cross-country skiers
AIC'04 Proceedings of the 4th WSEAS International Conference on Applied Informatics and Communications
A Hierarchical Approach for Multi-task Logistic Regression
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
On Universal Transfer Learning
ALT '07 Proceedings of the 18th international conference on Algorithmic Learning Theory
Transferred Dimensionality Reduction
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Inductive transfer with context-sensitive neural networks
Machine Learning
Flexible latent variable models for multi-task learning
Machine Learning
Transfer Learning by Mapping and Revising Relational Knowledge
SBIA '08 Proceedings of the 19th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
A model of inductive bias learning
Journal of Artificial Intelligence Research
A multitask learning model for online pattern recognition
IEEE Transactions on Neural Networks
Transfer learning using task-level features with application to information retrieval
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Discovering Abstract Concepts to Aid Cross-Map Transfer for a Learning Agent
DS '09 Proceedings of the 12th International Conference on Discovery Science
Improving the separability of a reservoir facilitates learning transfer
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A reinforcement learning model using macro-actions in multi-task grid-world problems
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Transfer Learning for Reinforcement Learning Domains: A Survey
The Journal of Machine Learning Research
Intrinsically motivated machines
50 years of artificial intelligence
Building re-usable dictionary repositories for real-world text mining
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Multitask Sparsity via Maximum Entropy Discrimination
The Journal of Machine Learning Research
Radial Basis Function Network for Multitask Pattern Recognition
Neural Processing Letters
Multi-platform gene-expression mining and marker gene analysis
International Journal of Data Mining and Bioinformatics
Meta-learning experiences with the mindful system
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Exploring the way for meta-learning with the MINDFUL system
WILF'05 Proceedings of the 6th international conference on Fuzzy Logic and Applications
Adaptation of a mixture of multivariate Bernoulli distributions
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
The automatic generation of mutation operators for genetic algorithms
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Tree ensembles for predicting structured outputs
Pattern Recognition
Finite rank kernels for multi-task learning
Advances in Computational Mathematics
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