754 citations · 3.2k across the 112 of their papers we have counts for
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Segregating event streams and noise with a Markov renewal process model
Dan Stowell, Mark D. Plumbley
We describe an inference task in which a set of timestamped event observations must be clustered into an unknown number of temporal sequences with independent and varying rates of…
Best Practices for Scientific Computing
Greg Wilson, D. A. Aruliah, C. Titus Brown +10
Scientists spend an increasing amount of time building and using software. However, most scientists are never taught how to do this efficiently. As a result, many are unaware of to…
Predictive Information Rate in Discrete-time Gaussian Processes
Samer A. Abdallah, Mark D. Plumbley
We derive expressions for the predicitive information rate (PIR) for the class of autoregressive Gaussian processes AR(N), both in terms of the prediction coefficients and in terms…
Analysis-based sparse reconstruction with synthesis-based solvers
Nicolae Cleju, Maria G. Jafari, Mark D. Plumbley
Analysis based reconstruction has recently been introduced as an alternative to the well-known synthesis sparsity model used in a variety of signal processing areas. In this paper…