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Learning Theory - 18th Annual Conference on Learning Theory, COLT 2005, Bertinoro, Italy, June 27-30, 2005, Proceedings (Paperback, 2005 ed.)
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Learning Theory - 18th Annual Conference on Learning Theory, COLT 2005, Bertinoro, Italy, June 27-30, 2005, Proceedings (Paperback, 2005 ed.)
Series: Lecture Notes in Computer Science, 3559
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Total price: R3,341
Discovery Miles: 33 410
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This volume contains papers presented at the Eighteenth Annual
Conference on Learning Theory (previously known as the Conference
on Computational Learning Theory) held in Bertinoro, Italy from
June 27 to 30, 2005. The technical program contained 45 papers
selected from 120 submissions, 3 open problems selected from among
5 contributed, and 2 invited lectures. The invited lectures were
given by Sergiu Hart on "Uncoupled Dynamics and Nash Equilibrium",
and by Satinder Singh on "Rethinking State, Action, and Reward in
Reinforcement Learning". These papers were not included in this
volume. The Mark Fulk Award is presented annually for the best
paper co-authored by a student. The student selected this year was
Hadi Salmasian for the paper titled "The Spectral Method for
General Mixture Models" co-authored with Ravindran Kannan and
Santosh Vempala. The number of papers submitted to COLT this year
was exceptionally high. In addition to the classical COLT topics,
we found an increase in the number of submissions related to novel
classi?cation scenarios such as ranking. This - crease re?ects a
healthy shift towards more structured classi?cation problems, which
are becoming increasingly relevant to practitioners.
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