Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "function approximation"
Now showing items 1-2 of 2
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Measure Fields for Function Approximation
(1993-06-01)The computation of a piecewise smooth function that approximates a finite set of data points may be decomposed into two decoupled tasks: first, the computation of the locally smooth models, and hence, the segmentation ...
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Sequential Optimal Recovery: A Paradigm for Active Learning
(1995-05-12)In most classical frameworks for learning from examples, it is assumed that examples are randomly drawn and presented to the learner. In this paper, we consider the possibility of a more active learner who is allowed ...