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» Stochastic complexity in learning
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TSMC
1998
78views more  TSMC 1998»
14 years 9 months ago
Automata learning and intelligent tertiary searching for stochastic point location
—Consider the problem of a robot (learning mechanism or algorithm) attempting to locate a point on a line. The mechanism interacts with a random environment which essentially inf...
B. John Oommen, Govindachari Raghunath
COLT
2001
Springer
15 years 2 months ago
Intrinsic Complexity of Learning Geometrical Concepts from Positive Data
Intrinsic complexity is used to measure the complexity of learning areas limited by broken-straight lines (called open semi-hulls) and intersections of such areas. Any strategy le...
Sanjay Jain, Efim B. Kinber
AICCSA
2001
IEEE
99views Hardware» more  AICCSA 2001»
15 years 1 months ago
Absorbing Stochastic Estimator Learning Algorithms with High Accuracy and Rapid Convergence
Georgios I. Papadimitriou, Andreas S. Pomportsis, ...
JAIR
2008
97views more  JAIR 2008»
14 years 9 months ago
Adaptive Stochastic Resource Control: A Machine Learning Approach
Balázs Csanád Csáji, Lá...