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ICML
2008
IEEE
15 years 10 months ago
Exploration scavenging
We examine the problem of evaluating a policy in the contextual bandit setting using only observations collected during the execution of another policy. We show that policy evalua...
John Langford, Alexander L. Strehl, Jennifer Wortm...
KDD
2001
ACM
164views Data Mining» more  KDD 2001»
15 years 10 months ago
Data mining criteria for tree-based regression and classification
This paper is concerned with the construction of regression and classification trees that are more adapted to data mining applications than conventional trees. To this end, we pro...
Andreas Buja, Yung-Seop Lee
ICAC
2007
IEEE
15 years 4 months ago
Autonomic Reactive Systems via Online Learning
— Reactive systems are those that maintain an ongoing interaction with their environment at a speed dictated by the latter. Examples of such systems include web servers, network ...
Sanjit A. Seshia
CEAS
2004
Springer
15 years 3 months ago
Resisting SPAM Delivery by TCP Damping
Spam has become a major problem that is threatening the efficiency of the current email system. Spam is overwhelming the Internet because 1) emails are pushed from senders to recei...
Kang Li, Calton Pu, Mustaque Ahamad
ICMCS
2000
IEEE
91views Multimedia» more  ICMCS 2000»
15 years 2 months ago
Streaming Video with Optimized Reconstruction-Based DCT
One fundamental problem with streaming video data over unreliable IP networks is that packets may be dropped or arrive too late for real-time playback. Traditional error-control s...
Xiao Su, Benjamin W. Wah