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CORR
2010
Springer
146views Education» more  CORR 2010»
13 years 10 months ago
Adaptive Submodularity: A New Approach to Active Learning and Stochastic Optimization
Solving stochastic optimization problems under partial observability, where one needs to adaptively make decisions with uncertain outcomes, is a fundamental but notoriously diffic...
Daniel Golovin, Andreas Krause
CORR
2008
Springer
55views Education» more  CORR 2008»
13 years 10 months ago
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization
Francis Bach, Jacob Abernethy, Jean-Philippe Vert,...
CORR
2008
Springer
124views Education» more  CORR 2008»
13 years 10 months ago
A New Upper Bound for Max-2-Sat: A Graph-Theoretic Approach
In MaxSat, we ask for an assignment which satisfies the maximum number of clauses for a boolean formula in CNF. We present an algorithm yielding a run time upper bound of O (2 K 6....
Daniel Raible, Henning Fernau
CORR
2008
Springer
106views Education» more  CORR 2008»
13 years 10 months ago
Agent-based Ecological Model Calibration - on the Edge of a New Approach
António Pereira, Pedro Duarte, Luís ...