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ICML
2007
IEEE
15 years 10 months ago
Gradient boosting for kernelized output spaces
A general framework is proposed for gradient boosting in supervised learning problems where the loss function is defined using a kernel over the output space. It extends boosting ...
Florence d'Alché-Buc, Louis Wehenkel, Pierr...
ICML
2005
IEEE
15 years 10 months ago
Weighted decomposition kernels
We introduce a family of kernels on discrete data structures within the general class of decomposition kernels. A weighted decomposition kernel (WDK) is computed by dividing objec...
Sauro Menchetti, Fabrizio Costa, Paolo Frasconi
ASPLOS
2009
ACM
15 years 10 months ago
GPU acceleration of a production molecular docking code
Abstract: Modeling the interactions of biological molecules, or docking, is critical to both understanding basic life processes and to designing new drugs. Here we describe the GPU...
Bharat Sukhwani, Martin C. Herbordt
FSE
2009
Springer
106views Cryptology» more  FSE 2009»
15 years 10 months ago
Practical Collisions for EnRUPT
The EnRUPT hash functions were proposed by O'Neil, Nohl and Henzen [5] as candidates for the SHA-3 competition, organised by NIST [4]. The proposal contains seven concrete has...
Sebastiaan Indesteege, Bart Preneel
EVOW
2010
Springer
15 years 4 months ago
Evolving Behaviour Trees for the Commercial Game DEFCON
Abstract. Behaviour trees provide the possibility of improving on existing Artificial Intelligence techniques in games by being simple to implement, scalable, able to handle the c...
Chong-U Lim, Robin Baumgarten, Simon Colton