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Gernot Kubin
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Publications
- 2020
- [j24]Bernhard C. Geiger, Gernot Kubin:
Information Bottleneck: Theory and Applications in Deep Learning. Entropy 22(12): 1408 (2020) - 2016
- [j22]Bernhard C. Geiger, Gernot Kubin:
Information-Theoretic Analysis of Memoryless Deterministic Systems. Entropy 18(11): 410 (2016) - 2015
- [j19]Bernhard C. Geiger, Tatjana Petrov, Gernot Kubin, Heinz Koeppl:
Optimal Kullback-Leibler Aggregation via Information Bottleneck. IEEE Trans. Autom. Control. 60(4): 1010-1022 (2015) - [i11]Christian Knoll, Bernhard C. Geiger, Gernot Kubin:
The Muculants - a Higher-Order Statistical Approach. CoRR abs/1506.04518 (2015) - 2014
- [c65]Bernhard C. Geiger, Gernot Kubin:
Information-maximizing prefilters for quantization. ICASSP 2014: 4968-4972 - 2013
- [c63]Philipp Aichinger, Berit Schneider-Stickler, Wolfgang Bigenzahn, Anna Katharina Fuchs, Bernhard C. Geiger, Martin Hagmüller, Gernot Kubin:
Double pitch marks in diplophonic voice. ICASSP 2013: 7437-7441 - [i10]Bernhard C. Geiger, Gernot Kubin:
Towards an information-theoretic system theory. CoRR abs/1303.6409 (2013) - [i9]Bernhard C. Geiger, Gernot Kubin:
On the Rate of Information Loss in Memoryless Systems. CoRR abs/1304.5075 (2013) - [i8]Bernhard C. Geiger, Tatjana Petrov, Gernot Kubin, Heinz Koeppl:
Optimal Kullback-Leibler Aggregation via Information Bottleneck. CoRR abs/1304.6603 (2013) - [i7]Bernhard C. Geiger, Gernot Kubin:
Information Loss and Anti-Aliasing Filters in Multirate Systems. CoRR abs/1310.8487 (2013) - 2012
- [c60]Bernhard C. Geiger, Gernot Kubin:
Relative information loss in the PCA. ITW 2012: 562-566 - [i6]Bernhard C. Geiger, Gernot Kubin:
Relative Information Loss - An Introduction. CoRR abs/1203.6791 (2012) - [i5]Bernhard C. Geiger, Gernot Kubin:
Relative Information Loss in the PCA. CoRR abs/1204.0429 (2012) - [i4]Bernhard C. Geiger, Gernot Kubin:
Signal Enhancement as Minimization of Relevant Information Loss. CoRR abs/1205.6935 (2012) - 2011
- [c58]Bernhard C. Geiger, Gernot Kubin:
Some results on the information loss in dynamical systems. ISWCS 2011: 794-798 - [c57]Bernhard C. Geiger, Christian Feldbauer, Gernot Kubin:
Information loss in static nonlinearities. ISWCS 2011: 799-803 - [i3]Bernhard C. Geiger, Christian Feldbauer, Gernot Kubin:
Information Loss in Static Nonlinearities. CoRR abs/1102.4794 (2011) - [i2]Bernhard C. Geiger, Gernot Kubin:
Some Results on the Information Loss in Dynamical Systems. CoRR abs/1106.2404 (2011) - [i1]Bernhard C. Geiger, Gernot Kubin:
On the Information Loss in Memoryless Systems: The Multivariate Case. CoRR abs/1109.4856 (2011)
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