Lise Getoor
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| title | conference | date |
|---|---|---|
| Personalized explanations for hybrid recommender systems | IUI 2019 | 2019-03-17 |
System extends HyPER and uses Probabilistic Soft Logic to translate grounded logical rules into real-time hybrid explanations for Last.fm items; crawlers take… | ||
| Scalable Collective Inference from Richly Structured Data using Probabilistic Soft Logic (PSL) | Uncertainty in Computation 2016 | 2016-10-04 |
A probabilistic programming framework maps weighted logical rules over richly relational data to a convex optimization by treating random variables as… | ||
| Lise Getoor, Professor, Computer Science, UC Santa Cruz | MLconf SF 2014 | 2014-11-14 |
Argues that big data is intrinsically graph-structured and frames three concrete microtasks—collective classification, link prediction, and entity… | ||
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