Tutorial at EUSIPCO 2023


Tutorial on “Estimation, Filtering, and Decoding via Deep Learning” at EUSIPCO 2023!

Join us for an in-depth tutorial on estimation, filtering, and decoding with domain-informed deep learning techniques at the upcoming EUSIPCO 2023 in Helsinki!

🎓 Tutorial Topic: Estimation, Filtering, and Decoding via Deep Learning

🗓 Date: September 4, 2023

🌍 Conference: EUSIPCO 2023

🔗 Registration Link: https://eurasip.org/eusipco-registration/

🔎 Explore the powerful synergy between classical signal processing and modern deep learning, and discover how the judicious combination of these fields is revolutionizing the algorithm design process, giving rise to a new emerging field: Machine-Learning-Enhanced Signal Processing. From localization, denoising, and interference mitigation to decoding, we’ll share some of our key insights and rule-of-thumbs for applying deep learning models for enhanced performance and accuracy.

👨‍🏫 I will give this tutorial together with my MIT colleagues Amir Weiss and Gary Lee.

This tutorial will provide you with:

✅ A clear methodology for applying deep learning techniques in contemporary signal processing

✅ Concrete engineering rule-of-thumbs for developing such solutions for your own projects

✅ Hands-on introductory coding session on the starter code of the RF Challenge

✅ Networking opportunities with like-minded professionals

This work was supported by the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No. 101024432.