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81
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ICML
2005
IEEE
16 years 1 months ago
Supervised clustering with support vector machines
Supervised clustering is the problem of training a clustering algorithm to produce desirable clusterings: given sets of items and complete clusterings over these sets, we learn ho...
Thomas Finley, Thorsten Joachims
124
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CORR
2010
Springer
102views Education» more  CORR 2010»
14 years 7 months ago
Superior Exploration-Exploitation Balance with Quantum-Inspired Hadamard Walks
This paper extends the analogies employed in the development of quantum-inspired evolutionary algorithms by proposing quantum-inspired Hadamard walks, called QHW. A novel quantum-...
Sisir Koppaka, Ashish Ranjan Hota
87
Voted
IJON
2006
60views more  IJON 2006»
15 years 15 days ago
Spatiotemporal clustering of synchronized bursting events in neuronal networks
in vitro neuronal networks display Synchronized Bursting Events (SBEs), with characteristic temporal width of 100-500 ms and frequency of once every few seconds. We analyze such d...
Uri Barkan, David Horn
79
Voted
COCO
2007
Springer
90views Algorithms» more  COCO 2007»
15 years 6 months ago
Quantum versus Classical Proofs and Advice
Scott Aaronson, Greg Kuperberg
ISAAC
2007
Springer
105views Algorithms» more  ISAAC 2007»
15 years 6 months ago
Unbounded-Error Classical and Quantum Communication Complexity
Kazuo Iwama, Harumichi Nishimura, Rudy Raymond, Sh...