← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008
An Empirical Analysis of Domain Adaptation Algorithms for Genomic Sequence Analysis NIPS 2008
Transfer Learning by Distribution Matching for Targeted Advertising NIPS 2008
Domain Adaptation with Multiple Sources NIPS 2008
Predicting the Geometry of Metal Binding Sites from Protein Sequence NIPS 2008
Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NIPS 2008
Translated Learning: Transfer Learning across Different Feature Spaces NIPS 2008
Multi-Level Active Prediction of Useful Image Annotations for Recognition NIPS 2008
Fast and Scalable Training of Semi-Supervised CRFs with Application to Activity Recognition NIPS 2007
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NIPS 2007
Learning Bounds for Domain Adaptation NIPS 2007
Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation NIPS 2007
Object Recognition by Scene Alignment NIPS 2007
Automatic Generation of Social Tags for Music Recommendation NIPS 2007
Multi-class Protein Classification Using Adaptive Codes JMLR 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
Active Learning with Feedback on Features and Instances JMLR 2006
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images JMLR 2006
Spam Filtering Using Statistical Data Compression Models JMLR 2006
Analysis of Representations for Domain Adaptation NIPS 2006
Outdoor Path Labeling Using Polynomial Mahalanobis Distance RSS 2006
Cross-Validation Optimization for Large Scale Hierarchical Classification Kernel Methods NIPS 2006
A Gravity Balancing Passive Exoskeleton for the Human Leg RSS 2006
Dirichlet-Enhanced Spam Filtering based on Biased Samples NIPS 2006