10.9k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
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3 papers · 2 filters
Learning Module Networks
Eran Segal, Dana Pe'er, Aviv Regev +2
Methods for learning Bayesian network structure can discover dependency structure between observed variables, and have been shown to be useful in many applications. However, in dom…
Learning using Local Membership Queries
Pranjal Awasthi, Vitaly Feldman, Varun Kanade
We introduce a new model of membership query (MQ) learning, where the learning algorithm is restricted to query points that are \emph{close} to random examples drawn from the under…
Approximate Separability for Weak Interaction in Dynamic Systems
Avi Pfeffer
One approach to monitoring a dynamic system relies on decomposition of the system into weakly interacting subsystems. An earlier paper introduced a notion of weak interaction calle…