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ICML
2010
IEEE
15 years 7 months ago
Nonparametric Information Theoretic Clustering Algorithm
In this paper we propose a novel clustering algorithm based on maximizing the mutual information between data points and clusters. Unlike previous methods, we neither assume the d...
Lev Faivishevsky, Jacob Goldberger
MOC
1998
83views more  MOC 1998»
15 years 6 months ago
A sweep-plane algorithm for generating random tuples in simple polytopes
Abstract. A sweep-plane algorithm of Lawrence for convex polytope computation is adapted to generate random tuples on simple polytopes. In our method an affine hyperplane is swept ...
Josef Leydold, Wolfgang Hörmann
ICML
2005
IEEE
16 years 7 months ago
Propagating distributions on a hypergraph by dual information regularization
In the information regularization framework by Corduneanu and Jaakkola (2005), the distributions of labels are propagated on a hypergraph for semi-supervised learning. The learnin...
Koji Tsuda
DCC
2006
IEEE
16 years 6 months ago
On Efficient Quantizer Design for Robust Distributed Source Coding
This paper considers the design of efficient quantizers for a distributed source coding system. The information is encoded at independent terminals and transmitted across separate...
Ankur Saxena, Jayanth Nayak, Kenneth Rose
PRDC
2007
IEEE
16 years 1 months ago
RTG-L: Dependably Scheduling Real-Time Distributable Threads in Large-Scale, Unreliable Networks
We consider scheduling real-time distributable threads in the presence of node/link failures and message losses in large-scale network systems. We present a distributed scheduling...
Kai Han, Binoy Ravindran, E. Douglas Jensen