Quantum Machine Learning for minimal omics datasets with large feature space using embeddings and feature selection techniques
- Emre Sahin
- Matthew Madgwick
- et al.
- 2025
- QCE 2025
Publications
91 results for Quantum Machine Learning
Quantum Extreme Learning and Reservoir Computing at the Quantum Utility scale
- 2025
- QCE 2025
Testing and learning structured quantum Hamiltonian
- Srinivasan Arunachalam
- Arkopal Dutt
- et al.
- 2025
- STOC 2025
Polynomial-time tolerant testing stabilizer states
- Srinivasan Arunachalam
- Arkopal Dutt
- 2025
- STOC 2025
Inner product estimation with limited quantum communication
- Srinivasan Arunachalam
- Louis Schatzki
- 2025
- STACS 2025
Quantum convolutional neural networks to optimize the design of synthetic immune cells
- 2025
- AI Festival 2025
Multivariate trace estimation using quantum state space linear algebra
- Liron Yosef
- Shashanka Ubaru
- et al.
- 2025
- SIMAX
Comparing Natural Language Processing and Quantum Natural Processing approaches in text classification tasks
- David Peral-García
- Juan Cruz-Benito
- et al.
- 2024
- Expert Systems with Applications
Challenges and opportunities in quantum optimization
- Amira Abbas
- Andris Ambainis
- et al.
- 2024
- Nature Reviews Physics
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training
- Emre Sahin
- Benjamin C.B. Symons
- et al.
- 2024
- Quantum