Home
Courses
Papers
People
Research
|
Semi-supervised papers
- A. Corduneanu and T. Jaakkola.
Data dependent regularization.
In Semi-supervised learning. MIT Press, 2006.
[pdf]
- A. Corduneanu and T. Jaakkola.
Distributed information regularization on graphs.
In Advances in Neural Information Processing Systems 17, 2004.
[pdf]
- A. Corduneanu and T. Jaakkola.
On information regularization.
In Proceedings of the Nineteenth Annual Conference on
Uncertainty in Artificial Intelligence, 2003.
[gzipped postscript]
- M. Szummer and T. Jaakkola.
Information regularization with partially labeled data.
In Advances in Neural Information processing systems 15, 2002.
[pdf]
- A. Corduneanu and T. Jaakkola.
Continuation methods for mixing heterogeneous sources.
In Proceedings of the Eighteenth Annual Conference on
Uncertainty in Artificial Intelligence, 2002.
[gzipped postscript]
- A. Corduneanu and T. Jaakkola.
Stable mixing of complete and incomplete information.
MIT AI Memo AIM-2001-030, 2001.
[pdf]
- M. Szummer and T. Jaakkola.
Partially labeled classification with markov random walks.
In Advances in Neural Information processing systems 14, 2001.
[postscript]
- M. Szummer and T. Jaakkola.
Kernel expansions with unlabeled examples.
In Advances in Neural Information Processing Systems 13. MIT
Press, 2000.
[postscript], [gzipped postscript]
- T. Jaakkola, M. Meila, and T. Jebara.
Maximum entropy discrimination.
In Advances in Neural Information Processing Systems 12. MIT
Press, 1999.
[postscript], [gzipped postscript]
- T. Jaakkola, M. Meila, and T. Jebara.
Maximum entropy discrimination.
Technical Report AITR-1668, MIT, 1999.
[postscript], [gzipped postscript]
|
