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ICML
2010
IEEE
14 years 10 months ago
Transfer Learning for Collective Link Prediction in Multiple Heterogenous Domains
Link prediction is a key technique in many applications such as recommender systems, where potential links between users and items need to be predicted. A challenge in link predic...
Bin Cao, Nathan Nan Liu, Qiang Yang
CODES
2005
IEEE
15 years 3 months ago
Enabling unrestricted automated synthesis of portable hardware accelerators for virtual machines
The performance of virtual machines (e.g., Java Virtual Machines—JVMs) can be significantly improved when critical code sections (e.g., Java bytecode methods) are migrated from...
Miljan Vuletic, Christophe Dubach, Laura Pozzi, Pa...
IFIP
1994
Springer
15 years 1 months ago
From AI Technology Research to Applications
Focusing on examples of knowledge systems and machine learning, this paper illustrates the transfer of AI technology from science to real-world applications. Decades of AI researc...
Armin B. Cremers, Sebastian Thrun, Wolfram Burgard
ASPLOS
2006
ACM
15 years 3 months ago
Temporal search: detecting hidden malware timebombs with virtual machines
Worms, viruses, and other malware can be ticking bombs counting down to a specific time, when they might, for example, delete files or download new instructions from a public we...
Jedidiah R. Crandall, Gary Wassermann, Daniela A. ...
GECCO
2003
Springer
128views Optimization» more  GECCO 2003»
15 years 2 months ago
Learning Biped Locomotion from First Principles on a Simulated Humanoid Robot Using Linear Genetic Programming
We describe the first instance of an approach for control programming of humanoid robots, based on evolution as the main adaptation mechanism. In an attempt to overcome some of th...
Krister Wolff, Peter Nordin