Justin Ziniel

Dynamic Compressive Sensing of Time-Varying Signals Via Approximate Message Passing

Justin Ziniel, Philip Schniter · IEEE Transactions on Signal Processing · 2013 · 197 citations · Full text

Engineering, Machine Learning, Dcs-amp Performs +17

Fast bayesian matching pursuit

Philip Schniter, Lee C. Potter, Justin Ziniel · 2008 · 178 citations

Parameter Estimation, Engineering, Sparse Parameter Vector +19

Efficient High-Dimensional Inference in the Multiple Measurement Vector Problem

Justin Ziniel, Philip Schniter · IEEE Transactions on Signal Processing · 2012 · 169 citations · Full text

Engineering, Machine Learning, Multiple Measurement Vector +17

Fast Bayesian Matching Pursuit: Model Uncertainty and Parameter Estimation for Sparse Linear Models

Philip Schniter, Justin Ziniel · 2009 · 64 citations

Parameter Estimation, Engineering, Machine Learning +18

Tracking and smoothing of time-varying sparse signals via approximate belief propagation

Justin Ziniel, Lee C. Potter, Philip Schniter · 2010 · 57 citations

Time-varying Sparse Signals, Statistical Signal Processing, Sparse Representation +13