Hendrik Poulsen Nautrup

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 12

Top Topics

Quantum Computation

Reinforcement Learning

Generative Model

Top Venues

Mach. Learn. Sci. Technol.

Publications

Arunava Majumder, Marius Krumm, Tina Radkohl, Hendrik Poulsen Nautrup, Sofiène Jerbi, Hans J. Briegel
Variational measurement-based quantum computation for generative modeling. CoRR (2023)
Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel
Automated gadget discovery in the quantum domain. Mach. Learn. Sci. Technol. 4 (3) (2023)
Isaac D. Smith, Marius Krumm, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Hans J. Briegel
The Min-Entropy of Classical-Quantum Combs for Measurement-Based Applications. Quantum 7 (2023)
Hendrik Poulsen Nautrup, Hans J. Briegel
Measurement-based quantum computation from Clifford quantum cellular automata. CoRR (2023)
Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel
Automated Gadget Discovery in Science. CoRR (2022)
Hendrik Poulsen Nautrup, Tony Metger, Raban Iten, Sofiène Jerbi, Lea M. Trenkwalder, Henrik Wilming, Hans J. Briegel, Renato Renner
Operationally meaningful representations of physical systems in neural networks. Mach. Learn. Sci. Technol. 3 (4) (2022)
Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko
Quantum machine learning beyond kernel methods. CoRR (2021)
Hendrik Poulsen Nautrup, Tony Metger, Raban Iten, Sofiène Jerbi, Lea M. Trenkwalder, Henrik Wilming, Hans J. Briegel, Renato Renner
Operationally meaningful representations of physical systems in neural networks. CoRR (2020)
Sofiène Jerbi, Hendrik Poulsen Nautrup, Lea M. Trenkwalder, Hans J. Briegel, Vedran Dunjko
A framework for deep energy-based reinforcement learning with quantum speed-up. CoRR (2019)
Fulvio Flamini, Arne Hamann, Sofiène Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Hans J. Briegel
Photonic architecture for reinforcement learning. CoRR (2019)
Hendrik Poulsen Nautrup, Nicolas Delfosse, Vedran Dunjko, Hans J. Briegel, Nicolai Friis
Optimizing Quantum Error Correction Codes with Reinforcement Learning. CoRR (2018)
Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel
Active learning machine learns to create new quantum experiments. CoRR (2017)