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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

Convex Multi-view Subspace Learning NIPS 2012
Feature-aware Label Space Dimension Reduction for Multi-label Classification NIPS 2012
Generalization Bounds for Domain Adaptation NIPS 2012
Co-Regularized Hashing for Multimodal Data NIPS 2012
Shifting Weights: Adapting Object Detectors from Image to Video NIPS 2012
Kernel Hyperalignment NIPS 2012
Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012
Relative Density-Ratio Estimation for Robust Distribution Comparison NIPS 2011
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011
A Denoising View of Matrix Completion NIPS 2011
On Strategy Stitching in Large Extensive Form Multiplayer Games NIPS 2011
A Machine Learning Approach to Predict Chemical Reactions NIPS 2011
Transfer Learning by Borrowing Examples for Multiclass Object Detection NIPS 2011
Assisting Main Task Learning by Heterogeneous Auxiliary Tasks with Applications to Skin Cancer Screening AISTATS 2011
Im2Text: Describing Images Using 1 Million Captioned Photographs NIPS 2011
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011
History distribution matching method for predicting effectiveness of HIV combination therapies NIPS 2011
Linear-Time Estimators for Propensity Scores AISTATS 2011
Co-Training for Domain Adaptation NIPS 2011
Domain Adaptation with Coupled Subspaces AISTATS 2011
Bridging the Language Gap: Topic Adaptation for Documents with Different Technicality AISTATS 2011
Contextual Bandits with Similarity Information COLT 2011
Cross-Domain Object Matching with Model Selection AISTATS 2011
Detecting Weak but Hierarchically-Structured Patterns in Networks AISTATS 2010
Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization JMLR 2010