A Generative Cramér-Rao Bound on Frequency Estimation with Learned Measurement Distribution
Author:
Affiliation:
1. School of Electrical Engineering, Tel Aviv University,Tel Aviv,ISRAEL
2. Electrical and Computer Engineering, University of Illinois at Urbana-Champaign,USA
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9827704/9827708/09827830.pdf?arnumber=9827830
Reference17 articles.
1. Data-driven estimation of sinusoid frequencies;izacard;Advances in neural information processing systems,2019
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3. Glow: Generative flow with invertible 1×1 convolutions;kingma;Advances in neural information processing systems,2018
4. NICE: non-linear independent components estimation;dinh;3rd International Conference on Learning Representations ICLR 2015 San Diego CA USA May 7–9 2015 Workshop Track Proceedings,0
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1. Learned Generative Misspecified Lower Bound;ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2023-06-04
2. Learning to Bound: A Generative Cramér-Rao Bound;IEEE Transactions on Signal Processing;2023
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