Fast Functional Regression


Read paper one.

Read paper two.

Get the code.


Fast distribution-to-real and function-to-function nonparametric regression.


Read the Papers

[1] Fast Distribution to Real Regression [pdf]. 
Junier Oliva,  Willie Neiswanger,  Barnabas Póczos,  Jeff Schneider,  Eric Xing. 
Accepted at AISTATS 2014.


[2] Fast Function to Function Regression [pdf]. 
Junier Oliva,  Willie Neiswanger,  Barnabas Póczos,  Eric Xing.  Hy Trac,  Shirley Ho,  Jeff Schneider, 
Accepted at AISTATS 2015.


Get the Code

The source code can be downloaded here [git]. Please see the README for installation instructions.

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