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Domain Adaptation

8,961 papers

Papers per year

15
47
751
1443
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Papers

A Least-squares Approach to Direct Importance Estimation JMLR 2009
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model JMLR 2009
Discriminative Learning Under Covariate Shift JMLR 2009
3D laser scan classification using web data and domain adaptation RSS 2009
Translated Learning: Transfer Learning across Different Feature Spaces NIPS 2008
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008
Domain Adaptation with Multiple Sources NIPS 2008
Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NIPS 2008
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Predicting the Geometry of Metal Binding Sites from Protein Sequence NIPS 2008
Transfer Learning by Distribution Matching for Targeted Advertising NIPS 2008
Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008
Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition NIPS 2007
Learning Bounds for Domain Adaptation NIPS 2007
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NIPS 2007
Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NIPS 2007
Automatic Generation of Social Tags for Music Recommendation NIPS 2007
Object Recognition by Scene Alignment NIPS 2007
Dynamic Conditional Random Fields: Factorized Probabilistic Models for Labeling and Segmenting Sequence Data JMLR 2007
Covariate Shift Adaptation by Importance Weighted Cross Validation JMLR 2007
Multi-class Protein Classification Using Adaptive Codes JMLR 2007
Learning from Multiple Sources NIPS 2006
Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006
Correcting Sample Selection Bias by Unlabeled Data NIPS 2006
Mixture Regression for Covariate Shift NIPS 2006