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KDD
2009
ACM
173views Data Mining» more  KDD 2009»
15 years 11 months ago
The offset tree for learning with partial labels
We present an algorithm, called the offset tree, for learning in situations where a loss associated with different decisions is not known, but was randomly probed. The algorithm i...
Alina Beygelzimer, John Langford
OOPSLA
2009
Springer
15 years 5 months ago
Dependable, online upgrades in enterprise systems
Software upgrades are unreliable, often causing downtime or data loss. I propose Imago, an approach for removing the leading causes of upgrade failures (broken dependencies) and o...
Tudor Dumitras
CISS
2008
IEEE
15 years 1 months ago
Outer bound and noisy-interference sum-rate capacity for symmetric Gaussian interference channels
A new outer bound on the capacity region of Gaussian interference channels is developed. The bound combines and improves existing genie-aided methods and is shown to give the sum-r...
Xiaohu Shang, Gerhard Kramer, Biao Chen
IJCAI
2007
15 years 13 days ago
Representations for Action Selection Learning from Real-Time Observation of Task Experts
The association of perception and action is key to learning by observation in general, and to programlevel task imitation in particular. The question is how to structure this info...
Mark A. Wood, Joanna Bryson
70
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SIAMAM
2008
75views more  SIAMAM 2008»
14 years 11 months ago
Models of Virulent Phage Growth with Application to Phage Therapy
We modify existing models of bacteriophage growth on an exponentially growing bacterial population by including (1) density dependent phage attack rates and (2) loss to phage due ...
Hal L. Smith