Entropy and Kullback-Leibler divergence estimation based on Szegö's theorem

By David Ramírez, Javier Vía, Ignacio Santamaría, Pedro M. Crespo. 2009

16 citations recorded by the source corpus.

How researchers see this paper

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1. Bernhard Schölkopf
2. Dominik Janzing
3. Jan Peters
4. Joris M. Mooij
5. David Lopez-Paz
6. Kun Zhang
7. Yoshua Bengio
8. Sergey Levine

Citations in the corpus

• Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks (2014, background): “As the product of two Gaussian kernels is characteristic, HSIC with such kernels will detect any dependence asymptotically (see also Lemma 12 in Appendix A), at least when the bandwidths are fixed.”
• Distinguishing Cause from Effect Using Observational Data: Methods and Benchmarks (2014, background): “, 1994) sp6 ITE: Shannon spacing VKDE (Noughabi and Noughabi, 2013) KDP ITE: Shannon KDP (Stowell and Plumbley, 2009) PSD ITE: Shannon PSD SzegoT (Ramirez et al., 2009; Gray, 2006) (Grenander and Szego, 1958) EdE ITE: Shannon Edgeworth (van Hulle, 2005) Gau based on (10) ME1 ITE: Shannon MaxEnt1 (Hy”