107 citations · 423 across the 17 of their papers we have counts for
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stat.ML2016
Matching models across abstraction levels with Gaussian Processes
Giulio Caravagna, Luca Bortolussi, Guido Sanguinetti
Biological systems are often modelled at different levels of abstraction depending on the particular aims/resources of a study. Such different models often provide qualitatively co…
cs.AI2016★ 10 cited
Modeling cumulative biological phenomena with Suppes-Bayes Causal Networks
Daniele Ramazzotti, Alex Graudenzi, Giulio Caravagna +1
Several diseases related to cell proliferation are characterized by the accumulation of somatic DNA changes, with respect to wildtype conditions. Cancer and HIV are two common exam…