Publications

99 results for Quantum Machine Learning

Quantum data learning for quantum simulations in high-energy physics
- - Lento Nagano
  - Alexander Miessen
  - et al.
- 2023
- PRResearch
Paper
On the role of entanglement and statistics in learning
- - Srinivasan Arunachalam
  - Vojtech Havlicek
  - et al.
- 2023
- NeurIPS 2023
Conference paper
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Jannis Born
  - et al.
- 2023
- NeurIPS 2023
Workshop paper
Learning hard distributions with quantum-enhanced variational autoencoders
- - Anantha Rao
  - Dhiraj Madan
  - 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
Symmetry-invariant Quantum Machine Learning Force Fields
- - Isabel Le
  - Oriel Kiss
  - et al.
- 2023
- QTML 2023
Talk
Pulse-efficient quantum machine learning
- - André Melo
  - Nathan Earnest-Noble
  - et al.
- 2023
- Quantum
Paper
Stochastic Approximation of Variational Quantum Imaginary Time Evolution
- - Julien Gacon
  - Christa Zoufal
  - et al.
- 2023
- QCE 2023
Conference paper
Distributed Coordinate Descent Algorithm for Variational Quantum Classification
- - Izuho Koyasu
  - Raymond Harry Putra Rudy
  - et al.
- 2023
- QCE 2023
Conference paper