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ICML
2003
IEEE
15 years 10 months ago
Optimization with EM and Expectation-Conjugate-Gradient
We show a close relationship between the Expectation - Maximization (EM) algorithm and direct optimization algorithms such as gradientbased methods for parameter learning. We iden...
Ruslan Salakhutdinov, Sam T. Roweis, Zoubin Ghahra...
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ICSE
2003
IEEE-ACM
15 years 10 months ago
The Deployer's Problem: Configuring Application Servers for Performance and Reliability
Frameworks such as J2EE are designed to simplify the process of developing enterprise applications by handling much of the complexity of concurrency, transaction, and persistence ...
Mukund Raghavachari, Darrell Reimer, Robert D. Joh...
IWPSE
2003
IEEE
15 years 3 months ago
Experiences with Software Product Family Evolution
The evolution of product family typically oscillates between growing and consolidating phases. The migration path starts from a copy/paste approach that offers the fastest time-to...
Claudio Riva, Christian Del Rosso
PDP
2003
IEEE
15 years 3 months ago
A Flexible Library for Dependable Master-Worker Parallel Programs
We describe a robust library for parallel and dependable master-worker programs (raftnet). From a software client’s viewpoint, flexibility, hardware independence and ease of us...
Mieke Leeman, Marc Leeman, Vincenzo De Florio, Gee...
CAEPIA
2003
Springer
15 years 3 months ago
Social Analysis of Multi-agent Systems with Activity Theory
The development of software systems is a complex task that requires support techniques to guide the process and solve inconsistencies in its . In the agent paradigm, the use of soc...
Rubén Fuentes, Jorge J. Gómez-Sanz, ...