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» The Complexity of Partition Functions
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FLAIRS
2006
15 years 8 months ago
Sensitivity Analysis of Markovian Models
Sensitivity analysis of Markovian models amounts to computing the constants in polynomial functions of a parameter under study. To handle the computational complexity involved, we...
Theodore Charitos, Linda C. van der Gaag
IJCAI
2001
15 years 8 months ago
Bidding Languages for Combinatorial Auctions
Combinatorial auctions provide a valuable mechanism for the allocation of goods in settings where buyer valuations exhibit complex structure with respect to substitutabilityand co...
Craig Boutilier, Holger H. Hoos
NIPS
2004
15 years 8 months ago
Computing regularization paths for learning multiple kernels
The problem of learning a sparse conic combination of kernel functions or kernel matrices for classification or regression can be achieved via the regularization by a block 1-norm...
Francis R. Bach, Romain Thibaux, Michael I. Jordan
NIPS
2004
15 years 8 months ago
Brain Inspired Reinforcement Learning
Successful application of reinforcement learning algorithms often involves considerable hand-crafting of the necessary non-linear features to reduce the complexity of the value fu...
François Rivest, Yoshua Bengio, John Kalask...
WISES
2003
15 years 8 months ago
Adding Hard Real-time Capabilities to CORBA
Abstract — Control systems are often software-intensive applications that are becoming extremely complex as new functionality is required. Complexity is a real engineering challe...
Thomas Losert