 | Artificial Intelligence for Investigating Anti-cancer solutions We are on a mission to investigate and provide the most advanced Machine Learning and Web Intelligence technologies to find treatments or diagnostic tools to fight diseases like cancers. We are small, we are not in Redmond or Silicon Valley, but we are not intimidated. |
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Online Learning: Periodic Step Size Adaptation (PSA) (2007-) |
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Periodic Step size Adaptation (PSA) is an on-line learning algorithm that can reach near-optimal empirical performance in a single-pass through training data. PSA can be applied to train a wide variety of models, including CRF and SVM. Source codes are released on October 15, 2009. Description of PSA can be found in NIPS*2009 [PDF] and Machine Learning Journal [PDF] .
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Call for paper: ICML-UAI-COLT 2009 Workshop on Automated Interpretation and Modeling of Cell Images |
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In conjunction with 2009 ICML-UAI-COLT , June 18, 2009, Montreal, Canada The focus of this workshop will be on emerging challenges and research issues that arise when realizing fully-automated intelligent analysis of cell images due to recent advances in cell imaging capabilities to discover new biological knowledge about cell structure and function.
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