Feature Space Independent Semi-Supervised Domain Adaptation via Kernel Matching
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Min Xiao | Yuhong Guo | Yuhong Guo | Min Xiao
[1] D K Smith,et al. Numerical Optimization , 2001, J. Oper. Res. Soc..
[2] John Blitzer,et al. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification , 2007, ACL.
[3] Ivor W. Tsang,et al. Learning with Augmented Features for Heterogeneous Domain Adaptation , 2012, ICML.
[4] Koby Crammer,et al. Analysis of Representations for Domain Adaptation , 2006, NIPS.
[5] Avishek Saha,et al. Co-regularization Based Semi-supervised Domain Adaptation , 2010, NIPS.
[6] Le Song,et al. Supervised feature selection via dependence estimation , 2007, ICML '07.
[7] Ivor W. Tsang,et al. Domain adaptation from multiple sources via auxiliary classifiers , 2009, ICML '09.
[8] Philip S. Yu,et al. Transfer Learning on Heterogenous Feature Spaces via Spectral Transformation , 2010, 2010 IEEE International Conference on Data Mining.
[9] Qiang Yang,et al. Adaptive Localization in a Dynamic WiFi Environment through Multi-view Learning , 2007, AAAI.
[10] Chang Wang,et al. Heterogeneous Domain Adaptation Using Manifold Alignment , 2011, IJCAI.
[11] H. Shimodaira,et al. Improving predictive inference under covariate shift by weighting the log-likelihood function , 2000 .
[12] Daumé,et al. Domain Adaptation meets Active Learning , 2010, HLT-NAACL 2010.
[13] Qiang Yang,et al. Transfer Learning by Structural Analogy , 2011, AAAI.
[14] Trevor Darrell,et al. DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition , 2013, ICML.
[15] Le Song,et al. Kernelized Sorting , 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[16] Trevor Darrell,et al. Semi-supervised Domain Adaptation with Instance Constraints , 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition.
[17] Hal Daumé,et al. Frustratingly Easy Domain Adaptation , 2007, ACL.
[18] Trevor Darrell,et al. Adapting Visual Category Models to New Domains , 2010, ECCV.
[19] Kristen Grauman,et al. Connecting the Dots with Landmarks: Discriminatively Learning Domain-Invariant Features for Unsupervised Domain Adaptation , 2013, ICML.
[20] John Blitzer,et al. Domain Adaptation with Structural Correspondence Learning , 2006, EMNLP.
[21] Trevor Darrell,et al. What you saw is not what you get: Domain adaptation using asymmetric kernel transforms , 2011, CVPR 2011.
[22] Mikhail Belkin,et al. Using manifold structure for partially labelled classification , 2002, NIPS 2002.
[23] John Blitzer,et al. Co-Training for Domain Adaptation , 2011, NIPS.
[24] Qiang Yang,et al. Heterogeneous Transfer Learning for Image Classification , 2011, AAAI.
[25] Qiang Yang,et al. Translated Learning: Transfer Learning across Different Feature Spaces , 2008, NIPS.
[26] Mohammad Rastegari,et al. Domain Adaptive Classification , 2013, 2013 IEEE International Conference on Computer Vision.
[27] Hal Daumé,et al. Kernelized Sorting for Natural Language Processing , 2010, AAAI.
[28] John Blitzer,et al. Domain Adaptation with Coupled Subspaces , 2011, AISTATS.
[29] Qiang Yang,et al. Transferring Multi-device Localization Models using Latent Multi-task Learning , 2008, AAAI.
[30] Trevor Darrell,et al. Efficient Learning of Domain-invariant Image Representations , 2013, ICLR.
[31] L. Rosasco,et al. Manifold Regularization , 2007 .
[32] Motoaki Kawanabe,et al. Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation , 2007, NIPS.
[33] Bernhard Schölkopf,et al. Measuring Statistical Dependence with Hilbert-Schmidt Norms , 2005, ALT.
[34] Yishay Mansour,et al. Domain Adaptation with Multiple Sources , 2008, NIPS.
[35] Kristian Kersting,et al. Beyond 2D-grids: a dependence maximization view on image browsing , 2010, MIR '10.
[36] Massih-Reza Amini,et al. Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization , 2009, NIPS.
[37] ChengXiang Zhai,et al. A two-stage approach to domain adaptation for statistical classifiers , 2007, CIKM '07.
[38] Benno Stein,et al. Cross-Language Text Classification Using Structural Correspondence Learning , 2010, ACL.
[39] Songbo Tan,et al. Improving SCL Model for Sentiment-Transfer Learning , 2009, HLT-NAACL.
[40] Gokhan Tur,et al. Co-adaptation: Adaptive co-training for semi-supervised learning , 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.