55 citations · 144 across the 19 of their papers we have counts for
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math.PR2014
Wiener-Chaos Approach to Optimal Prediction
Daniel Alpay, Alon Kipnis
The chaos expansion of a general non-linear function of a Gaussian stationary increment process conditioned on its past realizations is derived. This work combines Wiener chaos exp…
cs.IT2014★ 55 cited
Distortion-Rate Function of Sub-Nyquist Sampled Gaussian Sources
Alon Kipnis, Andrea J. Goldsmith, Yonina C. Eldar +1
The amount of information lost in sub-Nyquist sampling of a continuous-time Gaussian stationary process is quantified. We consider a combined source coding and sub-Nyquist reconstr…