关键词包含Muiti-Task Learning、transfer learning、Boosting的近三年论文索引

                这些资料来自KDD、ICDM和ICML  三个会议                                                  【原创，转载请注明作者】

The keywordAbout transfer learning

1.      Meta-path basedMulti-Network Collective Link Prediction (KDD 2014)

 

2.      Scalable hands-free transfer learning for online advertising (KDD 2014)

 

3.      Sparse coding formultitask and transfer learning  (ICML2014)

 

4.      Active TransferLearning under Model Shift  (ICML 2014)

 

5.      Stability andHypothesis Transfer Learning (ICML2013)

 

6.      TransferLearning across Networks for Collective Classification(ICDM 2013)

 

7.      TL-PLSA:Transfer Learning between Domains with Different Classes (ICDM 2013)

 

8.      AcceleratingActive Learning with Transfer Learning  (ICDM  2013)

 

9.      TransferLearning Across Cancers on DNA Copy Number Variation Analysis  (ICDM 2013)

 

10.  BayesianDiscovery of Multiple Bayesian Networks via Transfer Learning (ICDM 2013)

 

11.  Low-RankTransfer Subspace Learning(ICDM 2012)

The keyword about Boosting

1.      Structured Sparse Boosting for Graph Classification  (TKDD 2014)

 

2.      A multi-class boosting method with direct optimization(KDD 2014)

 

3.      Boosting multi-stepautoregressive forecasts  (ICML2014)

 

4.      Boosting with OnlineBinary Learners for the Multiclass Bandit Problem (ICML 2014)

 

5.      Deep Boosting (ICML 2014)

 

6.      Dynamic ProgrammingBoosting for Discriminative Macro-Action Discovery  (ICML2014)

 

7.      Guess-Averse LossFunctions for Cost-Sensitive Multiclass Boosting  (ICML2014)

 

8.      Collaborativeboosting for activity classification in microblogs (KDD 2013)

 

9.      Human Boosting(ICML2013)

 

10.   General FunctionalMatrix Factorization Using Gradient Boosting (ICML2013)

 

11.  Saving Evaluation Time for theDecision Function in Boosting: Representation and Reordering Base Learner (ICML2013)

 

12.  MulticlassSemi-Supervised Boosting Using Similarity Learning  (ICDM 2013)

 

13.  Margins,Shrinkage, and Boosting  (ICML2012)

 

The keyword about Multi-task learning

1.      IssueStatus and Dialogue Act Prediction for Asynchronous Online Social Media UserEngagement  (KDD2014)

 

2.       Efficient Multi-Task Feature Learning with Calibration(KDD2014)

   

3.      Multi-task Copula by Sparse Graph Regression(KDD2014)

   

4.      OnlineMulti-Task Learning for Policy Gradient Methods  (ICML2014)

  

5.      Bayesian Max-margin Multi-TaskLearning with Data Augmentation (ICML2014)

 

6.      Multi-Task Learningwith Gaussian Matrix Generalized Inverse Gaussian Model(ICML2013)

 

7.      Factorial Multi-TaskLearning : A Bayesian Nonparametric Approach (ICML2013)

 

8.      MultilinearMultitask Learning (ICML2013)

 

9.      InductiveMulti-task Learning with Multiple View Data (KDD2012)

 

10.  RobustMulti-Task Feature Learning(KDD2012)

 

11.  Cross-Domain Multitask Learning withLatent Probit Models (ICML2012)

 

12.  Convex Multitask Learning withFlexible Task Clusters (ICML2012)

 

13.  Flexible Modeling of Latent TaskStructures in Multitask Learning (ICML2012)

 

14.  Learning Task Grouping and Overlap inMulti-task Learning  (ICML2012)

 

15.  BayesianMulti-task Relationship Learning with Link Structure  (ICDM 2013)

 

16.  MultitaskLearning with Feature Selection for Groups of Related Tasks (ICDM 2013)

 

17.  Multi-TaskSemi-Supervised Semantic Feature Learning for Classification (ICDM 2012)

 

18.  Multi-taskLearning for Classifying Proteins with Dual Hierarchies (ICDM 2012)

 

19.  HierarchicalMulti-task Learning with Application to Wafer Quality Prediction (ICDM2012)

 

20.  Time-DependentTrajectory Regression on Road Networks via Multi-Task Learning (AAAI )