Browsing AI Memos (1959 - 2004) by Author "Niyogi, Partha"
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Formalizing Triggers: A Learning Model for Finite Spaces
Niyogi, Partha; Berwick, Robert C. (1993-11-01)In a recent seminal paper, Gibson and Wexler (1993) take important steps to formalizing the notion of language learning in a (finite) space whose grammars are characterized by a finite number of parameters. They introduce ... -
On the Relationship Between Generalization Error, Hypothesis Complexity, and Sample Complexity for Radial Basis Functions
Niyogi, Partha; Girosi, Federico (1994-02-01)In this paper, we bound the generalization error of a class of Radial Basis Function networks, for certain well defined function learning tasks, in terms of the number of parameters and number of examples. We show ...