Speaker: Zhengkang Zhang
Title: Structures of Neural Network Effective Theories
Room: 3024
Host: Luty
Abstract: The talk will discuss an intriguing connection between neural networks and effective field theories, and introduce a diagrammatic approach to perform calculations in these theories which makes transparent the structures of RG flows underlying the success of critical tuning of deep neural networks. Based on arXiv:2305.02334.
