10.9k citations
- Harvard UniversityUS352 papers
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Showing 2012 · cs.LGShow all
3 papers · 2 filters
cs.LG2012★ 135 cited
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…
cs.LG2012★ 5 cited
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…
cs.LG2012★ 1 cited
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…