Domain Adaptation

Reverse Multi-Label Learning NeurIPS 2010 Size Matters: Metric Visual Search Constraints from Monocular Metadata NeurIPS 2010 3D laser scan classification using web data and domain adaptation RSS 2009 A Least-squares Approach to Direct Importance Estimation JMLR 2009 An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NeurIPS 2009 Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity NeurIPS 2009 Boosting with Spatial Regularization NeurIPS 2009 Discriminative Learning Under Covariate Shift JMLR 2009 Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination JMLR 2009 fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NeurIPS 2009 Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models NeurIPS 2009 Model Monitor (M2): Evaluating, Comparing, and Monitoring Models JMLR 2009 Subject independent EEG-based BCI decoding NeurIPS 2009 Submodularity Cuts and Applications NeurIPS 2009 Ultrahigh Dimensional Feature Selection: Beyond The Linear Model JMLR 2009 An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NeurIPS 2008 Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008 Domain Adaptation with Multiple Sources NeurIPS 2008 Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NeurIPS 2008 Multi-Level Active Prediction of Useful Image Annotations for Recognition NeurIPS 2008 Predicting the Geometry of Metal Binding Sites from Protein Sequence NeurIPS 2008 Transfer Learning by Distribution Matching for Targeted Advertising NeurIPS 2008 Translated Learning: Transfer Learning across Different Feature Spaces NeurIPS 2008 Automatic Generation of Social Tags for Music Recommendation NeurIPS 2007 Covariate Shift Adaptation by Importance Weighted Cross Validation JMLR 2007