Quantum Graph Transformers
- Georgios Kollias
- Vasileios Kalantzis
- et al.
- 2023
- ICASSP 2023
Conference paper
Publications
97 results for Quantum Machine Learning
Certified Robustness of Quantum Classifiers Against Adversarial Examples Through Quantum Noise
- Jhih-Cing Huang
- Yu-Lin Tsai
- et al.
- 2023
- ICASSP 2023
Conference paperOptimizing Quantum Classification Algorithms on Classical Benchmark Datasets
- Manuel John
- Julian Schuhmacher
- et al.
- 2023
- Entropy
PaperAnalytic Theory for the Dynamics of Wide Quantum Neural Networks
- Junyu Liu
- Khadijeh Najafi
- et al.
- 2023
- Physical Review Letters
PaperScaling Generative Quantum Machine Learning
- 2023
- APS March Meeting 2023
Invited talkQuantum kernel machine learning of density functionals using a Levy-Lieb pure-state embedding
- Das Pemmaraju
- Amol Deshmukh
- 2023
- APS March Meeting 2023
TalkQuantum-enhanced Markov chain Monte Carlo
- David Layden
- 2023
- APS March Meeting 2023
Invited talkQuantum informed machine-learning potentials for modeling CO2 adsorption in metal organic frameworks
- Binquan Luan
- Bowen Zheng
- et al.
- 2023
- APS March Meeting 2023
TalkAutomating and Accelerating Scientific Discovery – Continuous and Discontinuous Experimentation Setups for Polymer Research and High-Quality Dataset Generation
- 2023
- MaRDA 2023
Invited talkQuantum machine learning framework for virtual screening in drug discovery: a prospective quantum advantage
- Stefano Mensa
- Emre Sahin
- et al.
- 2023
- Machine Learning: Science and Tech.
Paper