119 citations · 137 across the 4 of their papers we have counts for
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stat.ML2016★ 15 cited
Saturating Splines and Feature Selection
Nicholas Boyd, Trevor Hastie, Stephen Boyd +2
We extend the adaptive regression spline model by incorporating saturation, the natural requirement that a function extend as a constant outside a certain range. We fit saturating…
stat.ML2013★ 119 cited
Streaming Variational Bayes
Tamara Broderick, Nicholas Boyd, Andre Wibisono +2
We present SDA-Bayes, a framework for (S)treaming, (D)istributed, (A)synchronous computation of a Bayesian posterior. The framework makes streaming updates to the estimated posteri…