Publications

91 results for Quantum Machine Learning

Stochastic Approximation of Variational Quantum Imaginary Time Evolution
- - Julien Gacon
  - Christa Zoufal
  - et al.
- 2023
- QCE 2023
Distributed Coordinate Descent Algorithm for Variational Quantum Classification
- - Izuho Koyasu
  - Raymond Harry Putra Rudy
  - et al.
- 2023
- QCE 2023
Quantum machine learning force fields
- - Francesco Tacchino
  - Oriel Kiss
  - et al.
- 2023
- ACS Fall 2023
Towards quantum-enabled cell-centric therapeutics
- - Saugata Basu
  - Jannis Born
  - et al.
- 2023
- arXiv
Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise
- - Jhih-Cing Huang
  - Yu-Lin Tsai
  - et al.
- 2023
- ICASSP 2023
Quantum Graph Transformers
- - Georgios Kollias
  - Vasileios Kalantzis
  - et al.
- 2023
- ICASSP 2023
Optimizing Quantum Classification Algorithms on Classical Benchmark Datasets
- - Manuel John
  - Julian Schuhmacher
  - et al.
- 2023
- Entropy
Analytic Theory for the Dynamics of Wide Quantum Neural Networks
- - Junyu Liu
  - Khadijeh Najafi
  - et al.
- 2023
- Physical Review Letters
Scaling Generative Quantum Machine Learning
- - Christa Zoufal
  - Stefan Woerner
- 2023
- APS March Meeting 2023
Quantum kernel machine learning of density functionals using a Levy-Lieb pure-state embedding
- - Das Pemmaraju
  - Amol Deshmukh
- 2023
- APS March Meeting 2023