3 citations · 3 across the 10 of their papers we have counts for
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cs.LG2018
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning
Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi +1
The aim of this paper is to provide a general mathematical framework for group equivariance in the machine learning context. The framework builds on a synergy between persistent ho…
cs.CV2018
idtracker.ai: Tracking all individuals in large collectives of unmarked animals
Francisco Romero-Ferrero, Mattia G. Bergomi, Robert Hinz +2
Our understanding of collective animal behavior is limited by our ability to track each of the individuals. We describe an algorithm and software, idtracker.ai, that extracts from…