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DAGM
2005
Springer
14 years 2 months ago
Regularization on Discrete Spaces
Abstract. We consider the classification problem on a finite set of objects. Some of them are labeled, and the task is to predict the labels of the remaining unlabeled ones. Such...
Dengyong Zhou, Bernhard Schölkopf
ECML
2005
Springer
14 years 2 months ago
Learning from Positive and Unlabeled Examples with Different Data Distributions
Abstract. We study the problem of learning from positive and unlabeled examples. Although several techniques exist for dealing with this problem, they all assume that positive exam...
Xiaoli Li, Bing Liu
ICLP
2005
Springer
14 years 2 months ago
Techniques for Scaling Up Analyses Based on Pre-interpretations
Any finite tree automaton (or regular type) can be used to construct act interpretation of a logic program, by first determinising and completing the automaton to get a pre-inter...
John P. Gallagher, Kim S. Henriksen, Gourinath Ban...
TACAS
2005
Springer
129views Algorithms» more  TACAS 2005»
14 years 2 months ago
A New Algorithm for Strategy Synthesis in LTL Games
Abstract. The automatic synthesis of programs from their specifications has been a dream of many researchers for decades. If we restrict to open finite-state reactive systems, th...
Aidan Harding, Mark Ryan, Pierre-Yves Schobbens
ISPD
2004
ACM
150views Hardware» more  ISPD 2004»
14 years 2 months ago
Topology optimization of structured power/ground networks
This paper presents an efficient method for optimizing the design of power/ground (P/G) networks by using locally regular, globally irregular grids. The procedure divides the pow...
Jaskirat Singh, Sachin S. Sapatnekar