2 papers
stat.CO2008
Principle of detailed balance and convergence assessment of Markov Chain Monte Carlo methods and simulated annealing
Ioana A. Cosma, Masoud Asgharian
Markov Chain Monte Carlo (MCMC) methods are employed to sample from a given distribution of interest, whenever either the distribution does not exist in closed form, or, if it does…
stat.CO2008
Efficient l_{alpha} Distance Approximation for High Dimensional Data Using alpha-Stable Projection
Peter Clifford, Ioana A. Cosma
In recent years, large high-dimensional data sets have become commonplace in a wide range of applications in science and commerce. Techniques for dimension reduction are of primary…