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LPNMR
2005
Springer
14 years 3 months ago
Guarded Open Answer Set Programming
Open answer set programming (OASP) is an extension of answer set programming where one may ground a program with an arbitrary superset of the program’s constants. We define a ...
Stijn Heymans, Davy Van Nieuwenborgh, Dirk Vermeir
IJCNN
2000
IEEE
14 years 2 months ago
Continuous Optimization of Hyper-Parameters
Many machine learning algorithms can be formulated as the minimization of a training criterion which involves (1) \training errors" on each training example and (2) some hype...
Yoshua Bengio
ISHPC
1999
Springer
14 years 2 months ago
Instruction-Level Microprocessor Modeling of Scientific Applications
Superscalar microprocessor efficiency is generally not as high as anticipated. In fact, sustained utilization below thirty percent of peak is not uncommon, even for fully optimized...
Kirk W. Cameron, Yong Luo, James Scharzmeier
AMAST
2006
Springer
14 years 2 months ago
State Space Reduction of Rewrite Theories Using Invisible Transitions
Abstract. State space explosion is the hardest challenge to the effective application of model checking methods. We present a new technique for achieving drastic state space reduct...
Azadeh Farzan, José Meseguer
COCO
1991
Springer
112views Algorithms» more  COCO 1991»
14 years 1 months ago
Randomized vs.Deterministic Decision Tree Complexity for Read-Once Boolean Functions
We consider the deterministic and the randomized decision tree complexities for Boolean functions, denoted DC(f) and RC(f), respectively. A major open problem is how small RC(f) ca...
Rafi Heiman, Avi Wigderson