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ICML
2003
IEEE
16 years 5 months ago
Online Convex Programming and Generalized Infinitesimal Gradient Ascent
Convex programming involves a convex set F Rn and a convex cost function c : F R. The goal of convex programming is to find a point in F which minimizes c. In online convex prog...
Martin Zinkevich
ICML
2002
IEEE
16 years 5 months ago
Coordinated Reinforcement Learning
We present several new algorithms for multiagent reinforcement learning. A common feature of these algorithms is a parameterized, structured representation of a policy or value fu...
Carlos Guestrin, Michail G. Lagoudakis, Ronald Par...
ICSE
2008
IEEE-ACM
16 years 5 months ago
Debugging reinvented: asking and answering why and why not questions about program behavior
When software developers want to understand the reason for a program's behavior, they must translate their questions about the behavior into a series of questions about code,...
Andrew Jensen Ko, Brad A. Myers
WWW
2005
ACM
16 years 5 months ago
On the feasibility of low-rank approximation for personalized PageRank
Personalized PageRank expresses backlink-based page quality around user-selected pages in a similar way to PageRank over the entire Web. Algorithms for computing personalized Page...
András A. Benczúr, Károly Csa...
WWW
2004
ACM
16 years 5 months ago
A novel heterogeneous data integration approach for p2p semantic link network
This paper proposes a novel approach to integrate heterogeneous data in P2P networks. The approach includes a tool for building P2P semantic link networks, mechanisms for peer sch...
Hai Zhuge, Jie Liu