234 citations · 1.2k across the 33 of their papers we have counts for
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stat.ML2009
Likelihood-based semi-supervised model selection with applications to speech processing
Christopher M. White, Sanjeev P. Khudanpur, Patrick J. Wolfe
In conventional supervised pattern recognition tasks, model selection is typically accomplished by minimizing the classification error rate on a set of so-called development data,…
stat.ML2009★ 20 cited
On landmark selection and sampling in high-dimensional data analysis
Mohamed-Ali Belabbas, Patrick J. Wolfe
In recent years, the spectral analysis of appropriately defined kernel matrices has emerged as a principled way to extract the low-dimensional structure often prevalent in high-dim…