57 citations · 150 across the 9 of their papers we have counts for
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cs.LG2016★ 5 cited
Recommender systems inspired by the structure of quantum theory
Cyril Stark
Physicists use quantum models to describe the behavior of physical systems. Quantum models owe their success to their interpretability, to their relation to probabilistic models (q…
cs.LG2015★ 1 cited
Top-N recommendations from expressive recommender systems
Cyril Stark
Normalized nonnegative models assign probability distributions to users and random variables to items; see [Stark, 2015]. Rating an item is regarded as sampling the random variable…
cs.LG2015★ 7 cited
Expressive recommender systems through normalized nonnegative models
Cyril Stark
We introduce normalized nonnegative models (NNM) for explorative data analysis. NNMs are partial convexifications of models from probability theory. We demonstrate their value at t…