Shai Fine
The Institute of Computer Science
The Hebrew University of Jerusalem
Jerusalem 91904
Israel
email: fshai@cs.huji.ac.il
Lab : +972-2-6585775
Home : +972-9-7447093
Research Interest:
I am interested in machine learning problems that arise in
human-machine interaction and involve temporal modeling and
statistical inference. Such are the modeling of text, NLP and
speech recognition. The methods which I'm using in
my research emerge from combinations of various research fields such as
Learning Theory, Applicable Unsupervised Learning, Hierarchical Modeling and
Information Theory.
Publications list:
Shai Fine , Yoram Singer And Naftali Tishby
Prepared: March 1995,
Appeared: Machine Learning, Vol 32, pp 41-62, 1998.
23 pages 366303 bytes.
Ran El-Yaniv, Shai Fine And Naftali Tishby
Prepared: June 1997, revised January 1998.
Appeared: Advances in Neural Information Processing Systems 10, Ed. M. Jordan, M. Kearns and A. Solla, Vol 10, pp 465-71, 1997.
7 pages 360,847 bytes.
Ran Bachrach, Shai Fine and Eli Shamir
Prepared: September 1998.
Accepted to EuroColt-99.
16 pages.
Journal version: TCS 284(1):25-51(2002)
Shai Fine, Ran Gilad-Bachrach, Eli Shamir and Naftali Tishby
Prepared: May 1999.
7 pages.
Shai Fine, Ran Gilad-Bachrach, Shahar Mendelson and Naftali Tishby
Prepared: June 1999.
Accepted: NCST-99.
12 pages.
Shai Fine and Katya Scheinberg
Presented: NIPS workshop on "New Perspectives in Kernel-Based Learning Methods", 2000.
Journal version: JMLR (Special Issue on Kernel Methods) 2(Dec):243-264, 2001.
Shai Fine and Katya Scheinberg
Presented: Neural Information Processing Systems (NIPS), 2001.
Shai Fine, Jiri Navratil and Ramesh Gopinath
Presented: The International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001.
Shai Fine, Jiri Navratil and Ramesh Gopinath
Presented: The 7th European Conference on Speech Communication and Technology (Eurospeech), 2001.
Shai Fine, George Saon and Ramesh Gopinath
Presented: The International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2002.
Noam Slonim, Gill Bejerano, Shai Fine and Naftali Tishby
Presented: The 19th International Conference on Machine Learning (ICML), 2002.
Journal Version: EURASIP Journal on Applied Signal Processing (JASP), Special issue on Unstructured Information Management from Multimedia Data Sources, 2003.
Shai Fine and Katya Scheinberg
Presented: The 6th Kernel Machines Workshop "On Learning Kernels", (NIPS), 2002.
Shai Fine and Avi Ziv
Presented: The 40th Design Automation Conference (DAC), 2003.
Shai Fine and Avi Ziv
Accepted: IEEE International High Level Design Validation and Test Workshop (HLDVT), 2003.
Technical Reports:
Shlomo Dubnov and Shai Fine
Prepared: February 1999.
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