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Theoretical Computer Science, Volume 742

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Volume 742, September 2018

Algorithmic Learning Theory

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Ronald Ortner, Hans Ulrich Simon:
Guest Editors' Foreword. 1-2
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Emilie Kaufmann, Thomas Bonald, Marc Lelarge:
A spectral algorithm with additive clustering for the recovery of overlapping communities in networks. 3-26
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Nikita Zhivotovskiy, Steve Hanneke:
Localization of VC classes: Beyond local Rademacher complexities. 27-49
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Wojciech Kotlowski:
On minimaxity of Follow the Leader strategy in the stochastic setting. 50-65
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Rupert Hölzl, Sanjay Jain, Frank Stephan:
Learning pattern languages over groups. 66-81
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Nader H. Bshouty, Areej Costa:
Exact learning of juntas from membership queries. 82-97
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Sivan Sabato:
Submodular learning and covering with response-dependent costs. 98-113

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