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» Problem dependent optimization (PDO)
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AAAI
1997
15 years 5 months ago
Model Minimization in Markov Decision Processes
Many stochastic planning problems can be represented using Markov Decision Processes (MDPs). A difficulty with using these MDP representations is that the common algorithms for so...
Thomas Dean, Robert Givan
IPL
2007
72views more  IPL 2007»
15 years 4 months ago
How to safely close a discussion
In the secure communication problem, we focus on safe termination. In applications such as electronic transactions, we want each party to be ensured that both sides agree on the s...
Gildas Avoine, Serge Vaudenay
ICML
2009
IEEE
16 years 5 months ago
BoltzRank: learning to maximize expected ranking gain
Ranking a set of retrieved documents according to their relevance to a query is a popular problem in information retrieval. Methods that learn ranking functions are difficult to o...
Maksims Volkovs, Richard S. Zemel
KDD
2007
ACM
148views Data Mining» more  KDD 2007»
16 years 4 months ago
Scalable look-ahead linear regression trees
Most decision tree algorithms base their splitting decisions on a piecewise constant model. Often these splitting algorithms are extrapolated to trees with non-constant models at ...
David S. Vogel, Ognian Asparouhov, Tobias Scheffer
139
Voted
ICCAD
2005
IEEE
94views Hardware» more  ICCAD 2005»
16 years 1 months ago
Post-placement voltage island generation under performance requirement
High power consumption not only leads to short battery life for handheld devices, but also causes on-chip thermal and reliability problems in general. As power consumption is prop...
Huaizhi Wu, I-Min Liu, Martin D. F. Wong, Yusu Wan...