539 search results - page 5 / 108 » Learning Monotonic Linear Functions |
NIPS
1994
13 years 9 months ago
1994
We present a statistical method that PAC learns the class of stochastic perceptrons with arbitrary monotonic activation function and weights wi {-1, 0, +1} when the probability d...
ECCC
2010
13 years 7 months ago
2010
Much work has been done on learning various classes of "simple" monotone functions under the uniform distribution. In this paper we give the first unconditional lower bo...
ISIPTA
2003
IEEE
14 years 26 days ago
2003
IEEE
This paper studies the possibility of representing lower previsions by continuous linear functionals. We prove the existence of a linear isomorphism between the linear space spann...
ICML
2009
IEEE
14 years 8 months ago
2009
IEEE
SIAMCOMP
2000
13 years 7 months ago
2000
Abstract. We consider two natural generalizations of the notion of transversal to a finite hypergraph, arising in data-mining and machine learning, the so called multiple and parti...