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168
Voted
JMLR
2008
15 years 3 months ago
2008
Log-linear and maximum-margin models are two commonly-used methods in supervised machine learning, and are frequently used in structured prediction problems. Efficient learning of...
139
Voted
JMLR
2008
15 years 3 months ago
2008
In this paper we develop a theoretical analysis of the performance of sampling-based fitted value iteration (FVI) to solve infinite state-space, discounted-reward Markovian decisi...
110
Voted
ECCC
2007
15 years 3 months ago
2007
The OR-SAT problem asks, given Boolean formulae φ1, . . . , φm each of size at most n, whether at least one of the φi’s is satisfiable. We show that there is no reduction fr...
137
Voted
JMLR
2006
15 years 3 months ago
2006
We describe the use of machine learning and data mining to detect and classify malicious executables as they appear in the wild. We gathered 1,971 benign and 1,651 malicious execu...
145
Voted
PERCOM
2006
ACM
2006
ACM
Incorporating Wireless Technology into Virtual Organizations Supporting the Work of Healthcare Teams
15 years 3 months ago
This study investigates how a virtual organization can be built in a distributed computing environment which includes wireless technology to support the work of a multi-disciplina...