5 citations · 9 across the 2 of their papers we have counts for
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stat.ML2018★ 4 cited
Sequential Learning of Principal Curves: Summarizing Data Streams on the Fly
Benjamin Guedj, Le Li
When confronted with massive data streams, summarizing data with dimension reduction methods such as PCA raises theoretical and algorithmic pitfalls. Principal curves act as a nonl…
stat.ML2016★ 5 cited
A Quasi-Bayesian Perspective to Online Clustering
Le Li, Benjamin Guedj, Sébastien Loustau
When faced with high frequency streams of data, clustering raises theoretical and algorithmic pitfalls. We introduce a new and adaptive online clustering algorithm relying on a qua…