119 citations · 137 across the 4 of their papers we have counts for
4 papers
Sequencing by Emergence: Modeling and Estimation
Nicholas Boyd, Samuel Woodhouse, Kalim Mir
Sequencing by Emergence (SEQE) is a new single-molecule nucleic acid (DNA/RNA) sequencing technology that estimates sequence as an emergent property of the binding and localization…
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…
The Alternating Descent Conditional Gradient Method for Sparse Inverse Problems
Nicholas Boyd, Geoffrey Schiebinger, Benjamin Recht
We propose a variant of the classical conditional gradient method for sparse inverse problems with differentiable measurement models. Such models arise in many practical problems i…
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…