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cs.IT2022★ 3 cited
Bayes-optimal limits in structured PCA, and how to reach them
Jean Barbier, Francesco Camilli, Marco Mondelli +1
How do statistical dependencies in measurement noise influence high-dimensional inference? To answer this, we study the paradigmatic spiked matrix model of principal components ana…
cs.IT2016
Capacity-Achieving Rate-Compatible Polar Codes for General Channels
Marco Mondelli, S. Hamed Hassani, Ivana Marić +2
We present a rate-compatible polar coding scheme that achieves the capacity of any family of channels. Our solution generalizes the previous results [1], [2] that provide capacity-…