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» Computing approximate PSD factorizations
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STOC
2010
ACM
193views Algorithms» more  STOC 2010»
14 years 2 months ago
Maintaining a large matching and a small vertex cover
We consider the problem of maintaining a large matching and a small vertex cover in a dynamically changing graph. Each update to the graph is either an edge deletion or an edge in...
Krzysztof Onak, Ronitt Rubinfeld
COLT
1993
Springer
14 years 2 months ago
Lower Bounds on the Vapnik-Chervonenkis Dimension of Multi-Layer Threshold Networks
We consider the problem of learning in multilayer feed-forward networks of linear threshold units. We show that the Vapnik-Chervonenkis dimension of the class of functions that ca...
Peter L. Bartlett
CIAC
2006
Springer
278views Algorithms» more  CIAC 2006»
14 years 1 months ago
Covering a Set of Points with a Minimum Number of Lines
We consider the minimum line covering problem: given a set S of n points in the plane, we want to find the smallest number l of straight lines needed to cover all n points in S. W...
Magdalene Grantson, Christos Levcopoulos
ACL
1998
13 years 11 months ago
Large Scale Collocation Data and Their Application to Japanese Word Processor Technology
Word processors or computers used in Japan employ Japanese input method through keyboard stroke combined with Kana (phonetic) character to Kanji (ideographic, Chinese) character c...
Yasuo Koyama, Masako Yasutake, Kenji Yoshimura, Ko...
ML
2002
ACM
168views Machine Learning» more  ML 2002»
13 years 9 months ago
On Average Versus Discounted Reward Temporal-Difference Learning
We provide an analytical comparison between discounted and average reward temporal-difference (TD) learning with linearly parameterized approximations. We first consider the asympt...
John N. Tsitsiklis, Benjamin Van Roy