Paolo Stornati

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Discriminative Methods

Efficient Optimization

Approximation Error

Maximum Entropy Principle

Top Venues

Publications

Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Klaus-Robert Müller, Paolo Stornati, Pan Kessel, Shinichi Nakajima
Physics-Informed Bayesian Optimization of Variational Quantum Circuits. CoRR (2024)
Kim Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Klaus-Robert Müller, Paolo Stornati, Pan Kessel, Shinichi Nakajima
Physics-Informed Bayesian Optimization of Variational Quantum Circuits. NeurIPS (2023)
Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Manuel Schneider, Paolo Stornati
Best-approximation error for parametric quantum circuits. ICWS (2021)
Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati
Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse. CoRR (2021)
Lena Funcke, Tobias Hartung, Karl Jansen, Stefan Kühn, Paolo Stornati
Dimensional Expressivity Analysis of Parametric Quantum Circuits. Quantum 5 (2021)
Kim A. Nicoli, Christopher J. Anders, Lena Funcke, Tobias Hartung, Karl Jansen, Pan Kessel, Shinichi Nakajima, Paolo Stornati
On Estimation of Thermodynamic Observables in Lattice Field Theories with Deep Generative Models. CoRR (2020)