Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  study a statistical property of classes of real-valued functions that  call approximation from interpolated examples.  derive a characterization of function classes that have this property, in terms of their ‘fat-shattering function’, a notion that has proved useful in computational learning theory. The property is central to a problem of learning real-valued functions from random examples in which  require satisfactory performance from every algorithm that returns a function which approximately interpolates the training examples.
['Martin Anthony', 'Peter L. Bartlett']
I am writing a research paper on a idea Function Learning from Interpolation
[{"from": "human", "value": "I am writing a research paper on a idea Function Learning from Interpolation"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: ,  study a statistical property of classes of real-valued functions that  call approximation from interpolated examples.  derive a characterization of function classes that have this property, in terms of their \u2018fat-shattering function\u2019, a notion that has proved useful in computational learning theory. The property is central to a problem of learning real-valued functions from random examples in which  require satisfactory performance from every algorithm that returns a function which approximately interpolates the training examples."}]