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» On the Complexity of Function Learning
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ISW
2009
Springer
15 years 11 months ago
On Free-Start Collisions and Collisions for TIB3
In this paper, we present free-start collisions for the TIB3 hash function with a complexity of about 232 compression function evaluations. By using message modification technique...
Florian Mendel, Martin Schläffer
157
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ICML
2005
IEEE
16 years 5 months ago
Learning as search optimization: approximate large margin methods for structured prediction
Mappings to structured output spaces (strings, trees, partitions, etc.) are typically learned using extensions of classification algorithms to simple graphical structures (eg., li...
Daniel Marcu, Hal Daumé III
113
Voted
AIED
2007
Springer
15 years 11 months ago
VL-PATSy: Facilitating vicarious learning via intelligent resource provision
This paper describes an adaptive system called VL-PATSy, an extension to an existing system (PATSy) that adds a mechanism for serving vicarious learning (VL) resources. Vicarious l...
Richard Cox, Jianxiong Pang
128
Voted
ICARCV
2006
IEEE
100views Robotics» more  ICARCV 2006»
15 years 11 months ago
Decentralized Reinforcement Learning Control of a Robotic Manipulator
— Multi-agent systems are rapidly finding applications in a variety of domains, including robotics, distributed control, telecommunications, etc. Learning approaches to multi-ag...
Lucian Busoniu, Bart De Schutter, Robert Babuska
JCDL
2004
ACM
89views Education» more  JCDL 2004»
15 years 10 months ago
Machine learning for information architecture in a large governmental website
This paper describes ongoing research into the application of machine learning techniques for improving access to governmental information in complex digital libraries. Under the ...
Miles Efron, Jonathan L. Elsas, Gary Marchionini, ...