2683 search results - page 336 / 537 » Machine learning problems from optimization perspective |
123
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PODC
2003
ACM
15 years 8 months ago
2003
ACM
Routing topologies for distributed hashing in peer-to-peer networks are classified into two categories: deterministic and randomized. A general technique for constructing determi...
123
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NIPS
2007
15 years 4 months ago
2007
Guided by the goal of obtaining an optimization algorithm that is both fast and yields good generalization, we study the descent direction maximizing the decrease in generalizatio...
CORR
2011
Springer
14 years 10 months ago
2011
Springer
Abstract. We consider the line planning problem in public transportation, under a robustness perspective. We present a mechanism for robust line planning in the case of multiple li...
103
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GECCO
2003
Springer
15 years 8 months ago
2003
Springer
Abstract. Although it is known from GA literature that proportionate selection is subject to many pitfalls, the LCS community somewhat adhered to proportionate selection. Also in t...
157
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FOCS
2010
IEEE
15 years 1 months ago
2010
IEEE
We consider k-median clustering in finite metric spaces and k-means clustering in Euclidean spaces, in the setting where k is part of the input (not a constant). For the k-means pr...