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FOCS
2009
IEEE
16 years 1 months ago
A Complete Characterization of Statistical Query Learning with Applications to Evolvability
Statistical query (SQ) learning model of Kearns is a natural restriction of the PAC learning model in which a learning algorithm is allowed to obtain estimates of statistical prop...
Vitaly Feldman
IROS
2007
IEEE
129views Robotics» more  IROS 2007»
16 years 25 days ago
Decomposition of line segments into corner and statistical grown line features in an EKF-SLAM framework
Abstract— Robots are emerging from industrial plants toward every people’s daily life. Thus, navigation in and understanding of human related environments becomes a prerequisit...
Christian Pascal Connette, Oliver Meister, Martin ...
SERA
2007
Springer
16 years 19 days ago
Comparative Analysis of Neural Network Techniques Vs Statistical Methods in Capacity Planning
Capacity planning is a technique which can be used to predict the computing resource needs of an organization for the future after studying current usage patterns. This is of spec...
Nalini Vasudevan, Gowri C. Parthasarathy
ISPASS
2005
IEEE
16 years 3 days ago
Fast, Accurate Microarchitecture Simulation Using Statistical Phase Detection
Simulation-based microarchitecture research is often hindered by the slow speed of simulators. In this work, we propose a novel statistical technique to identify highly representa...
Ram Srinivasan, Jeanine Cook, Shaun Cooper
CAIP
2005
Springer
117views Image Analysis» more  CAIP 2005»
16 years 2 days ago
Design of Statistical Measures for the Assessment of Image Segmentation Schemes
Image segmentation is discussed for years in numerous papers, but assessing its quality is mainly dealt with in recent works. Quality assessment is a primary concern for anyone wor...
Marc Van Droogenbroeck, Olivier Barnich