Abstract— Existing random membership management algorithms provide each node with a small, uniformly random subset of global participants. However, many applications would beneï¬...
Ensemble of Classifiers (EoC) has been shown effective in improving the performance of single classifiers by combining their outputs. By using diverse data subsets to train classi...
Albert Hung-Ren Ko, Robert Sabourin, Luiz E. Soare...
f of the underlying abstract theorem avoids of referring to any results of applied algebraic topology and relies only on the Brouwer ï¬xed point theorem. The second novelty is tha...
We give a simple combinatorial proof of the Chernoff-Hoeffding concentration bound [Che52, Hoe63], which says that the sum of independent {0, 1}-valued random variables is highly ...
This paper analyzes the spectral efficiency as a function of medium access control (MAC) for large random spreading CDMA random access systems that employ a linear receiver. It is ...