5 citations · 7 across the 3 of their papers we have counts for
3 papers
stat.ML2012★ 5 cited
A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms
Matthieu Durut, Benoît Patra, Fabrice Rossi
This paper studies parallelization schemes for stochastic Vector Quantization algorithms in order to obtain time speed-ups using distributed resources. We show that the most intuit…
math.ST2010★ 2 cited
Convergence of distributed asynchronous learning vector quantization algorithms
Benoît Patra
Motivated by the problem of effectively executing clustering algorithms on very large data sets, we address a model for large scale distributed clustering methods. To this end, we…
stat.ME2009
Sequential Quantile Prediction of Time Series
Gérard Biau, Benoît Patra
Motivated by a broad range of potential applications, we address the quantile prediction problem of real-valued time series. We present a sequential quantile forecasting model base…