🏢 University of Klagenfurt
Mutual Information Estimation via $f$-Divergence and Data Derangements
·3089 words·15 mins·
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Machine Learning
Deep Learning
🏢 University of Klagenfurt
f-DIME: a novel class of discriminative mutual information estimators using f-divergence outperforms state-of-the-art methods by achieving an excellent bias-variance trade-off. This is achieved throug…