Transfer Learning

Multitask learning meets tensor factorization: task imputation via convex optimization NeurIPS 2014 Online Multi-Task Learning for Policy Gradient Methods ICML 2014 Open Problem: Finding Good Cascade Sampling Processes for the Network Inference Problem COLT 2014 Predicting Useful Neighborhoods for Lazy Local Learning NeurIPS 2014 Robust Learning under Uncertain Test Distributions: Relating Covariate Shift to Model Misspecification ICML 2014 Scalable Multitask Representation Learning for Scene Classification CVPR 2014 Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014 Transfer Learning Decision Forests for Gesture Recognition JMLR 2014 Transportability from Multiple Environments with Limited Experiments: Completeness Results NeurIPS 2014 Adapting Classification Cascades to New Domains ICCV 2013 Adding Unlabeled Samples to Categories by Learned Attributes CVPR 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 A Practical Transfer Learning Algorithm for Face Verification ICCV 2013 Complex Event Detection via Multi-source Video Attributes CVPR 2013 Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013 Cross-View Action Recognition over Heterogeneous Feature Spaces ICCV 2013 Cross-View Action Recognition via a Continuous Virtual Path CVPR 2013 Discriminative Transfer Learning with Tree-based Priors NeurIPS 2013 Divide and Conquer Kernel Ridge Regression COLT 2013 Exploiting Ontology Structures and Unlabeled Data for Learning ICML 2013 Factorial Multi-Task Learning : A Bayesian Nonparametric Approach ICML 2013 From N to N+1: Multiclass Transfer Incremental Learning CVPR 2013 From Semi-supervised to Transfer Counting of Crowds ICCV 2013 Hierarchical Regularization Cascade for Joint Learning ICML 2013 Inductive Hashing on Manifolds CVPR 2013