Publications

88 results for Quantum Machine Learning

On the role of entanglement and statistics in learning
- - Srinivasan Arunachalam
  - Vojtech Havlicek
  - et al.
- 2023
- NeurIPS 2023
Learning hard distributions with quantum-enhanced variational autoencoders
- - Anantha Rao
  - Dhiraj Madan
  - et al.
- 2023
- NeurIPS 2023
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Jannis Born
  - et al.
- 2023
- NeurIPS 2023
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
Tight and Efficient Gradient Bounds for Parameterized Quantum Circuits
- - Alistair Letcher
  - Stefan Woerner
  - et al.
- 2024
- ML-Obergurgl 2024
Symmetry-invariant Quantum Machine Learning Force Fields
- - Isabel Le
  - Oriel Kiss
  - et al.
- 2023
- QTML 2023
Pulse-efficient quantum machine learning
- - André Melo
  - Nathan Earnest-Noble
  - et al.
- 2023
- Quantum
Distributed Coordinate Descent Algorithm for Variational Quantum Classification
- - Izuho Koyasu
  - Raymond Harry Putra Rudy
  - et al.
- 2023
- QCE 2023
Stochastic Approximation of Variational Quantum Imaginary Time Evolution
- - Julien Gacon
  - Christa Zoufal
  - et al.
- 2023
- QCE 2023
Quantum machine learning force fields
- - Francesco Tacchino
  - Oriel Kiss
  - et al.
- 2023
- ACS Fall 2023