124
Voted
COLT
15 years 4 months ago
1991 Springer 
Abstract. This paper presents a polynomial-time algorithm for inferring a probabilistic generalization of the class of read-once Boolean formulas over the usual basis {AND,OR,NOT}....
117
Voted
COLT
15 years 4 months ago
1991 Springer 116
Voted
COLT
15 years 4 months ago
1991 Springer
Applications of learning to autonomous agents (simulated or real) have often been restricted to learning a mapping from perceived state of the world to the next action to take. Of...
108
Voted
COLT
15 years 4 months ago
1991 Springer 
While most theoretical work in machine learning has focused on the complexity of learning, recently there has been increasing interest in formally studying the complexity of teach...
86
Voted
COLT
15 years 4 months ago
1991 Springer 
Two extensions of the Linial, Mansour, Nisan AC0 learning algorithm are presented. The LMN method works when input examples are drawn uniformly. The new algorithmsimprove on their...
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Machine Learning