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ICML 2010 Tutorial on Domain Adaptation

ICML 2010 Tutorial on Domain Adaptation. Overview of domain adaptation. The purpose of this tutorial is to introduce participants to the problem of domain adaptation, the variety of forms it takes, the techniques that have been used to solve it, and our current understanding of when these techniques can and cannot work. We hope that our tutorial leads to new and interesting work on the open questions of domain adaptation. Slides from the tutorial [ pptx. References from the Tutorial.

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ICML 2010 Tutorial on Domain Adaptation | adaptationtutorial.blitzer.com Reviews

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ICML 2010 Tutorial on Domain Adaptation. Overview of domain adaptation. The purpose of this tutorial is to introduce participants to the problem of domain adaptation, the variety of forms it takes, the techniques that have been used to solve it, and our current understanding of when these techniques can and cannot work. We hope that our tutorial leads to new and interesting work on the open questions of domain adaptation. Slides from the tutorial [ pptx. References from the Tutorial.

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6 john blitzer

7 hal daume

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ICML 2010 Tutorial on Domain Adaptation | adaptationtutorial.blitzer.com Reviews

https://adaptationtutorial.blitzer.com

ICML 2010 Tutorial on Domain Adaptation. Overview of domain adaptation. The purpose of this tutorial is to introduce participants to the problem of domain adaptation, the variety of forms it takes, the techniques that have been used to solve it, and our current understanding of when these techniques can and cannot work. We hope that our tutorial leads to new and interesting work on the open questions of domain adaptation. Slides from the tutorial [ pptx. References from the Tutorial.

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Jun 21, 2010, 12:29 PM. John Blitzer edited Email Page Untitled. Jun 20, 2010, 3:28 PM. John Blitzer edited references. Jun 20, 2010, 3:00 PM. John Blitzer edited home. Jun 20, 2010, 2:59 PM. John Blitzer edited Email Page Untitled. Jun 20, 2010, 2:55 PM. John Blitzer edited Email Page Untitled. Jun 20, 2010, 2:35 PM. John Blitzer edited Email Page Untitled. Jun 20, 2010, 2:11 PM. John Blitzer edited references. Jun 20, 2010, 2:11 PM. John Blitzer created references. Jun 20, 2010, 2:09 PM. John Blitzer e...

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http://adaptationtutorial.blitzer.com/references

Sample Selection Bias as a Specification Error. Nobel prize-winning paper which introduced Sample Selection Bias. Arthur Gretton et al. Covariate Shift by Kernel Mean Matching. Describes a procedure for computing the optimal source weights, given infinite. Unlabeled data and a universal kernel. Also provides target error bounds when. Learning under the labeled source distribution. Corinna Cortes et al. Sample Selection Bias Correction Theory. Discriminative Learning under Covariate Shift. 2] above. A...

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icml2010.haifa.il.ibm.com

ICML 2010, the 27th International Conference on Machine Learning

http://icml2010.haifa.il.ibm.com/program_withpapers.html

ICML 2010 - Schedule. Download the full program to your own calendar: HTML. Mon 09.00 (Tamar). Geometric Tools for Identifying Structure in Large Social and Information Networks. Michael W. Mahoney. Mon 09.00 (Rimon). Hal Daume and John Blitzer. Mon 09.00 (Alon). Sparse Modeling: Theory, Algorithms and Applications. Irina Rish and Genady Grabarnik. Mon 13.00 (Alon). Alina Beygelzimer and John Langford. Mon 13.00 (Tamar). Mon 13.00 (Rimon). Mon 16.00 (Rimon). Irina Rish and Genady Grabarnik. Tue 10.30...

icml2010.haifa.il.ibm.com

ICML 2010, the 27th International Conference on Machine Learning

http://icml2010.haifa.il.ibm.com/program.html

ICML 2010 - Program. Jump to Detailed Version. Jump to the Full Schedule. Mon, June 21. Geometric Tools for Identifying Structure in Large Social and Information Networks. Sparse Modeling: Theory, Algorithms and Applications. Sparse Modeling: Theory, Algorithms and Applications. Stochastic Optimization for Machine Learning. Tue, June 22. 08:30 – 09:00. 09:00 – 10:00. 10:30 – 12:10. 13:30 – 15:10. 15:40 – 17:20. 17:30 – 18:00. 18:00 – 21:00. Topic Models and Matrix Factorization. Wed, June 23. Thu, June 24.

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Email: my-last-name AT the-company-I-work-for.com. My (out of date) curriculum vitae. And I are hosting a NIPS workshop on Domain Adaptation. Please consider submitting your domain adaptation work. ICML 2010 Tutorial on Domain Adaptation. And I taught a Tutorial on Domain Adaptation. Harbin Institute of Technology and MSRA Joint Summer School on NLP. I taught a course on supervised and semi-supervised learning with linear models. At the 2008 HIT/MSRA joint summer school on NLP. And I co-taught a tutorial.

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ICML 2010 Tutorial on Domain Adaptation

ICML 2010 Tutorial on Domain Adaptation. Overview of domain adaptation. The purpose of this tutorial is to introduce participants to the problem of domain adaptation, the variety of forms it takes, the techniques that have been used to solve it, and our current understanding of when these techniques can and cannot work. We hope that our tutorial leads to new and interesting work on the open questions of domain adaptation. Slides from the tutorial [ pptx. References from the Tutorial.

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