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» Limits on the Usefulness of Random Oracles
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IROS
2006
IEEE
115views Robotics» more  IROS 2006»
14 years 4 months ago
An Analysis of Random Peer-to-Peer Communication for System-Level Coordination in Decentralized Multiple-Robot Systems
— Inter-robot communication is essential if general purpose intelligent decentralized multiple-robot systems are to become a reality. Traditionally, explicit communication amongs...
Chris A. C. Parker, Hong Zhang
ACL
2008
14 years 7 days ago
Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields
This paper presents a semi-supervised training method for linear-chain conditional random fields that makes use of labeled features rather than labeled instances. This is accompli...
Gideon S. Mann, Andrew McCallum
SIAMDM
2008
99views more  SIAMDM 2008»
13 years 10 months ago
Phase Changes in Subtree Varieties in Random Recursive and Binary Search Trees
We study the variety of subtrees lying on the fringe of recursive trees and binary search trees by analyzing the distributional behavior of Xn,k, which counts the number of subtree...
Qunqiang Feng, Hosam M. Mahmoud, Alois Panholzer
SIAMAM
2008
84views more  SIAMAM 2008»
13 years 10 months ago
Effective Transport Equations and Enhanced Backscattering in Random Waveguides
In this paper we derive a general system of transport equations for the moments of reflected and transmitted mode amplitudes in a randomly perturbed waveguide, in a regime where ba...
Josselin Garnier, Knut Sølna
ICML
2010
IEEE
13 years 12 months ago
Conditional Topic Random Fields
Generative topic models such as LDA are limited by their inability to utilize nontrivial input features to enhance their performance, and many topic models assume that topic assig...
Jun Zhu, Eric P. Xing