Theoretical Solid State Physics

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Quantum Techniques in Machine Learning - 09/2020, Cambridge, Massachusetts, USA

09.11.2020  -  12.11.2020

Example topics at QTML include, but are not limited to:

Quantum algorithms for machine learning tasks

Quantum state reconstruction from data

Machine learning for experimental quantum information

Machine learning for Hamiltonian learning

Variational quantum algorithms

Learning and with hybrid quantum-classical methods

Quantum machine learning applications for industry

Tensor network methods and quantum-inspired machine learning

Data encoding and processing in quantum systems

Quantum learning theory

Quantum software