Wilsonian Renormalization of Neural Network Field Theories
Perimeter Institute for Theoretical Physics
Event Information
Host
Perimeter Institute for Theoretical Physics
Duration
90 minutes
Abstract
Zohar Ringel of the Hebrew University of Jerusalem presents a renormalisation-group approach to deep learning based on neural-network field theories. The seminar examines scaling laws, the removal of non-learnable field modes, benign overfitting and open questions about feature learning. The confirmed Quantum Matter seminar takes place in the Bob Room at Perimeter Institute on 8 September 2026, from 15:30 to 17:00 Toronto time.
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