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COLT
2007
Springer
14 years 2 months ago
Minimax Bounds for Active Learning
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...
Rui Castro, Robert D. Nowak
GECCO
2007
Springer
192views Optimization» more  GECCO 2007»
14 years 2 months ago
Analysis of noisy time-series signals with GA involving viral infection with tropism
In this paper we report on a study in which genetic algorithms are applied to the analysis of noisy time-series signals, which is related to the problem of analyzing the motion ch...
Yuji Sato, Yuta Yasuda, Ryuji Goto
GLOBECOM
2006
IEEE
14 years 2 months ago
Optimal Resource Allocation for Homogeneous Wireless Multicast
— Multicast-based data communication is an efficient communication scheme especially in multihop ad hoc networks where the MAC layer is based on one-hop broadcast from one sourc...
Amr M. Mohamed, Hussein M. Alnuweiri
INFOCOM
2006
IEEE
14 years 2 months ago
A General Model and Analysis of Physical Layer Capture in 802.11 Networks
Abstract— While packet capture has been observed in real implementations of 802.11 devices, there is a lack of accurate models that describe the phenomenon. We present a general ...
Hoon Chang, Vishal Misra, Dan Rubenstein
INFOCOM
2005
IEEE
14 years 2 months ago
Joint congestion control and media access control design for ad hoc wireless networks
Abstract— We present a model for the joint design of congestion control and media access control (MAC) for ad hoc wireless networks. Using contention graph and contention matrix,...
Lijun Chen, Steven H. Low, John C. Doyle