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GRID
2006
Springer
13 years 8 months ago
A Decentralized Computational Infrastructure for Grid-Based Parallel Asynchronous Iterative Applications
Abstract Parallel asynchronous iterative algorithms relax synchronization and communication requirements, and can potentially extend Desktop Grids beyond embarrassingly parallel ap...
Zhen Li, Manish Parashar
CN
2007
93views more  CN 2007»
13 years 8 months ago
UDT: UDP-based data transfer for high-speed wide area networks
In this paper, we summarize our work on the UDT high performance data transport protocol in the past four years. UDT was designed to effectively utilize the rapidly emerging high-...
Yunhong Gu, Robert L. Grossman
IS
2008
13 years 8 months ago
Efficient mining of frequent episodes from complex sequences
Discovering patterns with highly significance is an important problem in data mining discipline. An episode is defined to be a partially ordered set of events for a consecutive an...
Kuo-Yu Huang, Chia-Hui Chang
JAIR
2008
130views more  JAIR 2008»
13 years 8 months ago
Online Planning Algorithms for POMDPs
Partially Observable Markov Decision Processes (POMDPs) provide a rich framework for sequential decision-making under uncertainty in stochastic domains. However, solving a POMDP i...
Stéphane Ross, Joelle Pineau, Sébast...
CSDA
2007
120views more  CSDA 2007»
13 years 8 months ago
Boosting ridge regression
Ridge regression is a well established method to shrink regression parameters towards zero, thereby securing existence of estimates. The present paper investigates several approac...
Gerhard Tutz, Harald Binder