Toward efficient agnostic learning
Toward efficient agnostic learning
M. Kearns,R. Schapire,Linda Sellie
2004 · DOI: 10.1007/BF00993468
Machine-mediated learning · 450 Citations
TLDR
An investigation of generalizations of the Probably Approximately Correct (PAC) learning model that attempt to significantly weaken the target function assumptions is initiated, providing an initial outline of the possibilities for agnostic learning.
