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Learning to Estimate Without Bias

  • Published:2023 Issue: Volume:71 Page:2162-2171
  • ISSN:1053-587X
  • Container-title:IEEE Transactions on Signal Processing
  • language:
  • Short-container-title:IEEE Trans. Signal Process.

Author:

Diskin Tzvi1ORCID,Eldar Yonina C.2ORCID,Wiesel Ami1

Affiliation:

1. The Hebrew University of Jerusalem, Jerusalem, Israel

2. Weizmann Institute of Science, Rehovot, Israel

Funder

ISF

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Signal Processing

Reference45 articles.

1. SignalNet: A low resolution sinusoid decomposition and estimation network;dreifuerst,2021

2. Last layer re-training is sufficient for robustness to spurious correlations;kirichenko,2022

3. Data-driven estimation of sinusoid frequencies;izacard,2019

4. Domain-adjusted regression or: ERM may already learn features sufficient for out-of-distribution generalization;rosenfeld,2022

5. Deep Root Music Algorithm for Data-Driven Doa Estimation

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