25 citations · 25 across the 1 of their papers we have counts for
2 papers
q-bio.QM2019
Representation Transfer for Differentially Private Drug Sensitivity Prediction
Teppo Niinimäki, Mikko Heikkilä, Antti Honkela +1
Motivation: Human genomic datasets often contain sensitive information that limits use and sharing of the data. In particular, simple anonymisation strategies fail to provide suffi…
cs.LG2012★ 25 cited
Local Structure Discovery in Bayesian Networks
Teppo Niinimaki, Pekka Parviainen
Learning a Bayesian network structure from data is an NP-hard problem and thus exact algorithms are feasible only for small data sets. Therefore, network structures for larger netw…