Wilsonian Renormalization of Neural Network Field Theories
Zohar Ringel - Hebrew University of Jerusalem
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Instructor Discussion - Beautiful Papers
Pedro Vieira - Perimeter Institute for Theoretical Physics
Student Discussion - Beautiful Papers
Pedro Vieira - Perimeter Institute for Theoretical Physics
Scattering matrices for noncommutative instantons
Spencer Tamagni - University of California, Berkeley
Quantum Geometry of the Light Cone
Wolfgang Wieland - University of Erlangen-Nuremberg
Instructor Discussion - Beautiful Papers
Pedro Vieira - Perimeter Institute for Theoretical Physics
Tutorial - Searches/Parameter Estimation
Harrison Siegel - Perimeter Institute for Theoretical Physics , Shio Sakon
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Wilsonian Renormalization of Neural Network Field Theories
Zohar Ringel - Hebrew University of Jerusalem
Neural scaling laws and hyperparameter transfer scaling laws play an increasingly dominant role in deep learning. In physics, scaling behaviour pointed directly to the Wilsonian Renormalisation Group (RG). In this seminar talk, I'll present our ongoing efforts to build an RG framework for deep… -
Instructor Discussion - Beautiful Papers
Pedro Vieira - Perimeter Institute for Theoretical Physics
PIRSA:26090026 Course Condensed Matter Mathematical physics Quantum Fields and Strings Quantum Information -
Student Discussion - Beautiful Papers
Pedro Vieira - Perimeter Institute for Theoretical Physics
PIRSA:26090025 Course Condensed Matter Mathematical physics Quantum Fields and Strings Quantum Information -
Scattering matrices for noncommutative instantons
Spencer Tamagni - University of California, Berkeley
The assignment of scattering data to monopoles is a classical construction in gauge theory useful to understand the geometry of monopole moduli spaces; from the modern perspective, it is of interest because monopole scattering matrices are quasiclassical limits of R-matrices of shifted Yangians. I… -
Quantum Geometry of the Light Cone
Wolfgang Wieland - University of Erlangen-Nuremberg
In Einstein's theory of general relativity, the causal structure of spacetime is itself dynamical. Causality is encoded into the geometry of light cones that bend under the influence of gravity. Quantum theory, on the other hand, tells us that nature is intrinsically probabilistic. A sharply defined… 
Beyond Measurement: Exponential Advantages in Coherent Quantum Inference
Zhaoyi Li
Quantum inference usually begins by measuring quantum data and converting it into classical information. In this talk, I will consider a different setting in which the desired output remains quantum, allowing coherence to be preserved throughout the inference process. Examples include quantum purity…-
Instructor Discussion - Beautiful Papers
Pedro Vieira - Perimeter Institute for Theoretical Physics
PIRSA:26090024 Course Condensed Matter Mathematical physics Quantum Fields and Strings Quantum Information -
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Tutorial - Searches/Parameter Estimation
Harrison Siegel - Perimeter Institute for Theoretical Physics , Shio Sakon
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