Publications

97 results for Quantum Machine Learning

Engineered dissipation to mitigate barren plateaus
- - Antonio Sannia
  - Francesco Tacchino
  - et al.
- 2024
- APS March Meeting 2024
Talk
Large-scale quantum approximate optimization on nonplanar graphs with machine learning noise mitigation
- - Stefan H. Sack
  - Daniel J. Egger
- 2024
- PRResearch
Paper
Variational quantum time evolution without the quantum geometric tensor
- - Julien Gacon
  - Jannes Nys
  - et al.
- 2024
- PRResearch
Paper
Systematic literature review: Quantum machine learning and its applications
- - David Peral-García
  - Juan Cruz-Benito
  - et al.
- 2024
- Computer Science Review
Paper
Classical Verification of Quantum Learning
- - Matthias Caro
  - Marcel Hinsche
  - et al.
- 2024
- ITCS 2024
Conference paper
On the role of entanglement and statistics in learning
- - Srinivasan Arunachalam
  - Vojtech Havlicek
  - et al.
- 2024
- QIP 2024
Poster
Learning hard distributions with quantum-enhanced variational autoencoders
- - Anantha Rao
  - Dhiraj Madan
  - et al.
- 2024
- QIP 2024
Poster
Using Quantum Natural Language Processing for Sentiment Classification and Next-Word Prediction in Sentences Without Fixed Syntactic Structure
- - David Peral-garcía
  - Juan Cruz-Benito
  - et al.
- 2023
- ICIST 2023
Conference paper
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