Publications

30 results for Stefan Woerner

Towards quantum extreme learning and reservoir computing on utility-scale digital quantum processors
- - Timothée Dao
  - Ege Yilmaz
  - et al.
- 2026
- APS Global Physics Summit 2026
Talk
Quantum-enhanced Markov chain Monte Carlo for combinatorial optimization
- - Kate Marshall
  - Daniel Egger
  - et al.
- 2026
- APS Global Physics Summit 2026
Talk
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Albert Akhriev
  - et al.
- 2024
- ICML 2024
Conference paper
Quantum Optimization for Multi-objective Optimization
- - Stefan Woerner
- 2024
- ISMP 2024
Invited talk
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Jannis Born
  - et al.
- 2023
- NeurIPS 2023
Workshop paper
Tight and Efficient Gradient Bounds for Parameterized Quantum Circuits
- - Alistair Letcher
  - Stefan Woerner
  - et al.
- 2024
- ML-Obergurgl 2024
Talk
From Tight Gradient Bounds for Parameterized Quantum Circuits to the Absence of Barren Plateaus in QGANs
- - Alistair Letcher
  - Stefan Woerner
  - et al.
- 2023
- QTML 2023
Talk
Quantum Kernel Alignment with Stochastic Gradient Descent
- - Gian Gentinetta
  - David Sutter
  - et al.
- 2023
- QCE 2023
Conference paper
Stochastic Approximation of Variational Quantum Imaginary Time Evolution
- - Julien Gacon
  - Christa Zoufal
  - et al.
- 2023
- QCE 2023
Conference paper
Towards quantum-enabled cell-centric therapeutics
- - Saugata Basu
  - Jannis Born
  - et al.
- 2023
- arXiv
Paper