A Case for using Trend Filtering over Splines
This talk will be about fast optimization algorithms (specifically specialized ADMM) for a common practical problem – estimating piecewise constant/linear/quadratic fits to time series data. I will first introduce Trend Filtering, a recently proposed tool…