Computational Learning Theory: Third European Conference, EuroCOLT '97, Jerusalem, Israel, March 17 - 19, 1997, Proceedings, Volume 3

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Shai Ben-David
Springer Science & Business Media, Mar 3, 1997 - Computers - 330 pages
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This book constitutes the refereed proceedings of the Third European Conference on Computational Learning Theory, EuroCOLT'97, held in Jerusalem, Israel, in March 1997.
The book presents 25 revised full papers carefully selected from a total of 36 high-quality submissions. The volume spans the whole spectrum of computational learning theory, with a certain emphasis on mathematical models of machine learning. Among the topics addressed are machine learning, neural nets, statistics, inductive inference, computational complexity, information theory, and theoretical physics.
 

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Contents

I
1
II
3
III
16
V
27
VI
38
VII
51
VIII
66
IX
79
XVIII
171
XIX
185
XX
198
XXI
210
XXII
223
XXIII
238
XXIV
251
XXV
260

X
94
XII
109
XIII
119
XIV
134
XV
150
XVII
162
XXVI
272
XXVII
286
XXVIII
301
XXIX
316
XXX
331
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About the author (1997)

Shai Ben-David is a Professor in the School of Computer Science at the University of Waterloo, Canada.