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IJCAI
2007
15 years 8 months ago
Ensembles of Partially Trained SVMs with Multiplicative Updates
The training of support vector machines (SVM) involves a quadratic programming problem, which is often optimized by a complicated numerical solver. In this paper, we propose a muc...
Ivor W. Tsang, James T. Kwok
NIPS
2008
15 years 8 months ago
Biasing Approximate Dynamic Programming with a Lower Discount Factor
Most algorithms for solving Markov decision processes rely on a discount factor, which ensures their convergence. It is generally assumed that using an artificially low discount f...
Marek Petrik, Bruno Scherrer
NETWORKING
2007
15 years 8 months ago
Improving XCP to Achieve Max-Min Fair Bandwidth Allocation
TCP is shown to be inefficient and instable in high speed and long latency networks. The eXplicit Control Protocol (XCP) is a new and promising protocol that outperforms TCP in ter...
Lei Zan, Xiaowei Yang
AAAI
2004
15 years 8 months ago
Performance Bounded Reinforcement Learning in Strategic Interactions
Despite increasing deployment of agent technologies in several business and industry domains, user confidence in fully automated agent driven applications is noticeably lacking. T...
Bikramjit Banerjee, Jing Peng
CIC
2006
148views Communications» more  CIC 2006»
15 years 8 months ago
RPC LSP Detection and Fuzzy Control Mechanisms in ATM Based MPLS on BcN
A major goal of the BcN (Broadband Convergence Network) is to facilitate convergence of networks and services. Many transport-related technologies were considered. One technology ...
Chulsoo Kim, Semyung Park, Taewan Kim, Jungtae Lee