Auflistung nach Autor "Muandet, Krikamol"

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Computing functions of random variables via reproducing kernel Hilbert space representations

Muandet, Krikamol; Schölkopf, Bernhard (2015)
Counterfactual Mean Embeddings

Muandet, Krikamol (2021)
Design and Analysis of the NIPS 2016 Review Process

Tabibian, Behzad; Muandet, Krikamol; Luxburg, Ulrike von (2018)
Eigendecompositions of Transfer Operators in Reproducing Kernel Hilbert Spaces

Muandet, Krikamol (2020)
From points to probability measures : statistical learning on distributions with kernel mean embedding

Muandet, Krikamol (2015)
From Points to Probability Measures: Statistical Learning on Distributions with Kernel Mean Embedding

Muandet, Krikamol (2015)

The dissertation presents a novel learning framework on probability measures which has abundant real-world applications. In classical setup, it is assumed that the data are points that have been drawn independent and ...
Kernel Mean Shrinkage Estimators

Muandet, Krikamol; Schölkopf, Bernhard (2016)
The Randomized Causation Coefficient

Lopez-Paz, David; Muandet, Krikamol (2015)

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