Publications | Probabilistic Numerics - Max Planck Institute for Intelligent Systems

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3 results (View BibTeX file of all listed publications)

2018

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Large sample analysis of the median heuristic

Garreau, D., Jitkrittum, W., Kanagawa, M.

2018 (misc) In preparation

2018

Garreau, D., Jitkrittum, W., Kanagawa, M. Large sample analysis of the median heuristic 2018 (misc) In preparation

2017

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Probabilistic Active Learning of Functions in Structural Causal Models

Rubenstein, P. K., Tolstikhin, I., Hennig, P., Schölkopf, B.

2017 (misc)

2017

Rubenstein, P. K., Tolstikhin, I., Hennig, P., Schölkopf, B. Probabilistic Active Learning of Functions in Structural Causal Models 2017 (misc)

2014

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Local Gaussian Regression

Meier, F., Hennig, P., Schaal, S.

arXiv preprint, March 2014, clmc (misc)

Abstract

Abstract: Locally weighted regression was created as a nonparametric learning method that is computationally efficient, can learn from very large amounts of data and add data incrementally. An interesting feature of locally weighted regression is that it can work with ...

Web link (url) [BibTex]

2014

Meier, F., Hennig, P., Schaal, S. Local Gaussian Regression arXiv preprint, March 2014, clmc (misc)

Web link (url) [BibTex]