29 citations · 71 across the 48 of their papers we have counts for
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cs.IT2021
Predicting Flat-Fading Channels via Meta-Learned Closed-Form Linear Filters and Equilibrium Propagation
Sangwoo Park, Osvaldo Simeone
Predicting fading channels is a classical problem with a vast array of applications, including as an enabler of artificial intelligence (AI)-based proactive resource allocation for…
cs.LG2021★ 18 cited
Bayesian Active Meta-Learning for Few Pilot Demodulation and Equalization
Kfir M. Cohen, Sangwoo Park, Osvaldo Simeone +1
Two of the main principles underlying the life cycle of an artificial intelligence (AI) module in communication networks are adaptation and monitoring. Adaptation refers to the nee…