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AAAI
2007
15 years 9 months ago
Learning by Combining Observations and User Edits
We introduce a new collaborative machine learning paradigm in which the user directs a learning algorithm by manually editing the automatically induced model. We identify a generi...
Vittorio Castelli, Lawrence D. Bergman, Daniel Obl...
ARCS
2008
Springer
15 years 8 months ago
Hybrid Parallel Sort on the Cell Processor
: Sorting large data sets has always been an important application, and hence has been one of the benchmark applications on new parallel architectures. We present a parallel sortin...
Jörg Keller, Christoph W. Kessler, Kalle K&ou...
ASPDAC
2005
ACM
96views Hardware» more  ASPDAC 2005»
15 years 8 months ago
Oscillation ring based interconnect test scheme for SOC
- We propose a novel oscillation ring (OR) test architecture for testing interconnects in SoC. In addition to stuck-at and open faults, this scheme can detect delay faults and cr...
Katherine Shu-Min Li, Chung-Len Lee, Chauchin Su, ...
ECAI
2008
Springer
15 years 8 months ago
Exploiting locality of interactions using a policy-gradient approach in multiagent learning
In this paper, we propose a policy gradient reinforcement learning algorithm to address transition-independent Dec-POMDPs. This approach aims at implicitly exploiting the locality...
Francisco S. Melo
SODA
2008
ACM
138views Algorithms» more  SODA 2008»
15 years 8 months ago
Fully polynomial time approximation schemes for stochastic dynamic programs
We develop a framework for obtaining Fully Polynomial Time Approximation Schemes (FPTASs) for stochastic univariate dynamic programs with either convex or monotone single-period c...
Nir Halman, Diego Klabjan, Chung-Lun Li, James B. ...