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JMLR
2010
99views more  JMLR 2010»
15 years 27 days ago
An Efficient Explanation of Individual Classifications using Game Theory
We present a general method for explaining individual predictions of classification models. The method is based on fundamental concepts from coalitional game theory and prediction...
Erik Strumbelj, Igor Kononenko
STOC
2007
ACM
101views Algorithms» more  STOC 2007»
16 years 6 months ago
Toward a general theory of quantum games
We study properties of quantum strategies, which are complete specifications of a given party's actions in any multiple-round interaction involving the exchange of quantum in...
Gus Gutoski, John Watrous
IPPS
2006
IEEE
16 years 4 days ago
Cooperative checkpointing theory
Cooperative checkpointing uses global knowledge of the state and health of the machine to improve performance and reliability by dynamically deciding when to skip checkpoint reque...
Adam J. Oliner, Larry Rudolph, Ramendra K. Sahoo
JAISE
2010
192views Algorithms» more  JAISE 2010»
15 years 28 days ago
Activity recognition using temporal evidence theory
The ability to identify the behavior of people in a home is at the core of Smart Home functionality. Such environments are equipped with sensors that unobtrusively capture informat...
Susan McKeever, Juan Ye, Lorcan Coyle, Chris Bleak...
SYNASC
2006
IEEE
86views Algorithms» more  SYNASC 2006»
16 years 3 days ago
Implementing Parameterized Type Algorithm Definitions in Mathematica
The paper focuses on means of defining parameterized type categories and algorithms built on such types in Mathematica. Symbolic algorithms based on category theory have the advan...
Alina Andreica