Search Results for author: Hagit Messer

Found 3 papers, 1 papers with code

Learned Bayesian Cramér-Rao Bound for Unknown Measurement Models Using Score Neural Networks

no code implementations2 Feb 2025 Hai Victor Habi, Hagit Messer, Yoram Bresler

The Posterior Approach provides a simple method to obtain the LBCRB, whereas the Measurement-Prior Approach enables us to incorporate domain knowledge to improve the sample complexity and {interpretability}.

Switching in the Rain: Predictive Wireless x-haul Network Reconfiguration

no code implementations7 Mar 2022 Igor Kadota, Dror Jacoby, Hagit Messer, Gil Zussman, Jonatan Ostrometzky

Wireless x-haul networks rely on microwave and millimeter-wave links between 4G and/or 5G base-stations to support ultra-high data rate and ultra-low latency.

Fairness

Learning to Bound: A Generative Cramér-Rao Bound

1 code implementation7 Mar 2022 Hai Victor Habi, Hagit Messer, Yoram Bresler

The Cram\'er-Rao bound (CRB), a well-known lower bound on the performance of any unbiased parameter estimator, has been used to study a wide variety of problems.

Edge Detection Image Denoising

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