Robust domain adaptation
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[1] Shie Mannor,et al. Robustness and generalization , 2010, Machine Learning.
[2] Ameet Talwalkar,et al. Foundations of Machine Learning , 2012, Adaptive computation and machine learning.
[3] Koby Crammer,et al. Analysis of Representations for Domain Adaptation , 2006, NIPS.
[4] Leslie G. Valiant,et al. A theory of the learnable , 1984, STOC '84.
[5] Yishay Mansour,et al. Learning and Domain Adaptation , 2009, Discovery Science.
[6] Tyler Lu,et al. Impossibility Theorems for Domain Adaptation , 2010, AISTATS.
[7] Vladimir Vapnik,et al. Statistical learning theory , 1998 .
[8] Shai Ben-David,et al. On the Hardness of Domain Adaptation and the Utility of Unlabeled Target Samples , 2012, ALT.
[9] Yishay Mansour,et al. Multiple Source Adaptation and the Rényi Divergence , 2009, UAI.
[10] Mehryar Mohri,et al. Domain Adaptation in Regression , 2011, ALT.
[11] John Blitzer,et al. Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation for Sentiment Classification , 2007, ACL.
[12] John Blitzer,et al. Co-Training for Domain Adaptation , 2011, NIPS.
[13] Shie Mannor,et al. A distributional interpretation of robust optimization , 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
[14] Koby Crammer,et al. Learning Bounds for Domain Adaptation , 2007, NIPS.
[15] Yishay Mansour,et al. Domain Adaptation: Learning Bounds and Algorithms , 2009, COLT.
[16] Koby Crammer,et al. A theory of learning from different domains , 2010, Machine Learning.