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Domain Adaptation

8,961 papers

Papers per year

15
47
751
1443
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Papers

Compressive Sensing MRI with Wavelet Tree Sparsity NIPS 2012
GenDeR: A Generic Diversified Ranking Algorithm NIPS 2012
Semi-Supervised Domain Adaptation with Non-Parametric Copulas NIPS 2012
Generalization Bounds for Domain Adaptation NIPS 2012
Feature-aware Label Space Dimension Reduction for Multi-label Classification NIPS 2012
Learning Networks of Heterogeneous Influence NIPS 2012
History-alignment models for bias-aware prediction of virological response to HIV combination therapy AISTATS 2012
Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012
Local and Global Scaling Reduce Hubs in Space JMLR 2012
Colour-Consistent Structure-from-Motion Models using Underwater Imagery RSS 2012
A Denoising View of Matrix Completion NIPS 2011
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011
Im2Text: Describing Images Using 1 Million Captioned Photographs NIPS 2011
On Strategy Stitching in Large Extensive Form Multiplayer Games NIPS 2011
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011
Co-Training for Domain Adaptation NIPS 2011
A Machine Learning Approach to Predict Chemical Reactions NIPS 2011
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011
Transfer Learning by Borrowing Examples for Multiclass Object Detection NIPS 2011
Linear-Time Estimators for Propensity Scores AISTATS 2011
Domain Adaptation with Coupled Subspaces AISTATS 2011
Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening AISTATS 2011
Cross-Domain Object Matching with Model Selection AISTATS 2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011