13784 search results - page 2434 / 2757 » On Computing Functions with Uncertainty |
168
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AROBOTS
1999
15 years 6 months ago
1999
Abstract. Classical conditioning is a basic learning mechanism in animals and can be found in almost all organisms. If we want to construct robots with abilities matching those of ...
165
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DAM
1998
15 years 6 months ago
1998
We first consider so-called (1,+s)-branching programs in which along every consistent path at most s variables are tested more than once. We prove that any such program computing...
173
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DATAMINE
1998
15 years 6 months ago
1998
The tutorial starts with an overview of the concepts of VC dimension and structural risk minimization. We then describe linear Support Vector Machines (SVMs) for separable and non-...
182
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CGF
1999
15 years 6 months ago
1999
The display of images on binary output hardware requires a halftoning step. Conventional halftoning algorithms approximate image values independently from the image content and of...
201
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JMLR
2002
15 years 6 months ago
2002
We present some greedy learning algorithms for building sparse nonlinear regression and classification models from observational data using Mercer kernels. Our objective is to dev...