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» Bounds for Functions of Dependent Risks
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COLT
2004
Springer
15 years 5 months ago
Concentration Bounds for Unigrams Language Model
Abstract. We show several PAC-style concentration bounds for learning unigrams language model. One interesting quantity is the probability of all words appearing exactly k times in...
Evgeny Drukh, Yishay Mansour
RTSS
1994
IEEE
15 years 4 months ago
Bounding Worst-Case Instruction Cache Performance
The use of caches poses a difficult tradeoff for architects of real-time systems. While caches provide significant performance advantages, they have also been viewed as inherently...
Robert D. Arnold, Frank Mueller, David B. Whalley,...
PODS
2006
ACM
104views Database» more  PODS 2006»
15 years 12 months ago
Tractable database design through bounded treewidth
Given that most elementary problems in database design are NP-hard, the currently used database design algorithms produce suboptimal results. For example, the current 3NF decompos...
Georg Gottlob, Reinhard Pichler, Fang Wei
TDSC
2010
172views more  TDSC 2010»
14 years 6 months ago
Proactive Detection of Computer Worms Using Model Checking
Although recent estimates are speaking of 200,000 different viruses, worms, and Trojan horses, the majority of them are variants of previously existing malware. As these variants m...
Johannes Kinder, Stefan Katzenbeisser, Christian S...
SODA
2001
ACM
79views Algorithms» more  SODA 2001»
15 years 1 months ago
Learning Markov networks: maximum bounded tree-width graphs
Markov networks are a common class of graphical models used in machine learning. Such models use an undirected graph to capture dependency information among random variables in a ...
David R. Karger, Nathan Srebro