94 citations · 165 across the 11 of their papers we have counts for
3 papers · 2 filters
Learning Aggregation Functions
Giovanni Pellegrini, Alessandro Tibo, Paolo Frasconi +2
Learning on sets is increasingly gaining attention in the machine learning community, due to its widespread applicability. Typically, representations over sets are computed by usin…
A general framework for defining and optimizing robustness
Alessandro Tibo, Manfred Jaeger, Kim G. Larsen
Robustness of neural networks has recently attracted a great amount of interest. The many investigations in this area lack a precise common foundation of robustness concepts. There…
A Complete Characterization of Projectivity for Statistical Relational Models
Manfred Jaeger, Oliver Schulte
A generative probabilistic model for relational data consists of a family of probability distributions for relational structures over domains of different sizes. In most existing s…