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105
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ICCV
2005
IEEE
16 years 2 months ago
The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features
Discriminative learning is challenging when examples are sets of features, and the sets vary in cardinality and lack any sort of meaningful ordering. Kernel-based classification m...
Kristen Grauman, Trevor Darrell
129
Voted
IPMI
2003
Springer
16 years 1 months ago
Analysis of Event-Related fMRI Data Using Best Clustering Bases
We explore a new paradigm for the analysis of event-related functional magnetic resonance images (fMRI) of brain activity. We regard the fMRI data as a very large set of time serie...
François G. Meyer, Jatuporn Chinrungrueng
90
Voted
ICML
2008
IEEE
16 years 1 months ago
Reinforcement learning in the presence of rare events
We consider the task of reinforcement learning in an environment in which rare significant events occur independently of the actions selected by the controlling agent. If these ev...
Jordan Frank, Shie Mannor, Doina Precup
DATE
2007
IEEE
155views Hardware» more  DATE 2007»
15 years 7 months ago
Design fault directed test generation for microprocessor validation
Functional validation of modern microprocessors is an important and complex problem. One of the problems in functional validation is the generation of test cases that has higher p...
Deepak Mathaikutty, Sandeep K. Shukla, Sreekumar V...
122
Voted
CLUSTER
2005
IEEE
15 years 6 months ago
Near Overhead-free Heterogeneous Thread-migration
Thread migration moves a single call-stack to another machine to improve either load balancing or locality. Current approaches for checkpointing and thread migration are either no...
Ronald Veldema, Michael Philippsen