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» Efficient Algorithms for Online Decision Problems
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111
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FLAIRS
2001
15 years 5 months ago
A Practical Markov Chain Monte Carlo Approach to Decision Problems
Decisionand optimizationproblemsinvolvinggraphsarise in manyareas of artificial intelligence, including probabilistic networks, robot navigation, and network design. Manysuch prob...
Timothy Huang, Yuriy Nevmyvaka
103
Voted
COCOON
1998
Springer
15 years 7 months ago
On The Bahncard Problem
In this paper, we generalize the Ski-Rental Problem to the Bahncard Problem which is an online problem of practical relevance for all travelers. The Bahncard is a railway pass of t...
Rudolf Fleischer
138
Voted
IFIP
2010
Springer
14 years 10 months ago
Efficient Decision Procedures for Message Deducibility and Static Equivalence
Abstract. We consider two standard notions in formal security protocol analysis: message deducibility and static equivalence under equational theories. We present polynomial-time a...
Bruno Conchinha, David A. Basin, Carlos Caleiro
132
Voted
NIPS
2008
15 years 5 months ago
From Online to Batch Learning with Cutoff-Averaging
We present cutoff averaging, a technique for converting any conservative online learning algorithm into a batch learning algorithm. Most online-to-batch conversion techniques work...
Ofer Dekel
130
Voted
COLT
2008
Springer
15 years 5 months ago
Regret Bounds for Sleeping Experts and Bandits
We study on-line decision problems where the set of actions that are available to the decision algorithm vary over time. With a few notable exceptions, such problems remained larg...
Robert D. Kleinberg, Alexandru Niculescu-Mizil, Yo...