Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Battocchi, Keith"'
Autor:
Battocchi, Keith, Dillon, Eleanor, Hei, Maggie, Lewis, Greg, Oprescu, Miruna, Syrgkanis, Vasilis
Policy makers typically face the problem of wanting to estimate the long-term effects of novel treatments, while only having historical data of older treatment options. We assume access to a long-term dataset where only past treatments were administe
Externí odkaz:
http://arxiv.org/abs/2103.08390
We consider the estimation of heterogeneous treatment effects with arbitrary machine learning methods in the presence of unobserved confounders with the aid of a valid instrument. Such settings arise in A/B tests with an intent-to-treat structure, wh
Externí odkaz:
http://arxiv.org/abs/1905.10176
Autor:
Battocchi, Keith, 1980
Thesis (M. Eng. and S.B.)--Massachusetts Institute of Technology, Dept. of Electrical Engineering and Computer Science, 2004.
Includes bibliographical references (p. 43-44).
In this thesis, I compared the mean field, belief propagation, and
Includes bibliographical references (p. 43-44).
In this thesis, I compared the mean field, belief propagation, and
Externí odkaz:
http://hdl.handle.net/1721.1/27086
Publikováno v:
2014 IEEE Conference on Computational Intelligence for Financial Engineering & Economics (CIFEr); 2014, pxi-xi, 1p
