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ECML
2005
Springer
16 years 10 days ago
Fitting the Smallest Enclosing Bregman Ball
Finding a point which minimizes the maximal distortion with respect to a dataset is an important estimation problem that has recently received growing attentions in machine learnin...
Richard Nock, Frank Nielsen
EUROGP
2005
Springer
107views Optimization» more  EUROGP 2005»
16 years 10 days ago
Operator-Based Distance for Genetic Programming: Subtree Crossover Distance
Abstract. This paper explores distance measures based on genetic operators for genetic programming using tree structures. The consistency between genetic operators and distance mea...
Steven M. Gustafson, Leonardo Vanneschi
ISRR
2005
Springer
163views Robotics» more  ISRR 2005»
16 years 9 days ago
POMDP Planning for Robust Robot Control
POMDPs provide a rich framework for planning and control in partially observable domains. Recent new algorithms have greatly improved the scalability of POMDPs, to the point where...
Joelle Pineau, Geoffrey J. Gordon
ISAAC
2004
Springer
207views Algorithms» more  ISAAC 2004»
16 years 5 days ago
Pareto Optimality in House Allocation Problems
We study Pareto optimal matchings in the context of house allocation problems. We present an O( √ nm) algorithm, based on Gale’s Top Trading Cycles Method, for finding a maxim...
David J. Abraham, Katarína Cechlárov...
PAM
2004
Springer
16 years 4 days ago
Inferring Queue Sizes in Access Networks by Active Measurement
Abstract. Router queues can impact both round-trip times and throughput. Yet little is publicly known about queue provisioning employed by Internet services providers for the route...
Mark Claypool, Robert E. Kinicki, Mingzhe Li, Jame...