Publications

101 results for Quantum Machine Learning

Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training
- - Emre Sahin
  - Benjamin C.B. Symons
  - et al.
- 2024
- Quantum
Paper
How can quantum computing be applied in clinical trial design and optimization?
- - Hakan Doga
  - Aritra Bose
  - et al.
- 2024
- Trends in Pharmacological Sciences
Paper
Hybrid quantum-classical graph neural networks for tumor classification in digital pathology
- - Anupama Ray
  - Dhiraj Madan
  - et al.
- 2024
- QCE 2024
Conference paper
WKS23 — Quantum Algorithms for Bio and Life Sciences
- - Alexey Galda
  - Elica Kyoseva
  - et al.
- 2024
- QCE 2024
Workshop
Engineered dissipation to mitigate barren plateaus
- - Antonio Sannia
  - Francesco Tacchino
  - et al.
- 2024
- npj Quantum Information
Paper
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Albert Akhriev
  - et al.
- 2024
- ICML 2024
Conference paper
A perspective on quantum computing for analyzing cell-cell communication networks
- - Filippo Utro
  - Aritra Bose
  - et al.
- 2024
- ISMB 2024
Poster
Quantum-enabled multi-omics analysis
- - Aritra Bose
  - Hakan Doga
  - et al.
- 2024
- ISMB 2024
Tutorial
Learning Low-Degree Quantum Objects
- - Srinivasan Arunachalam
  - Arkopal Dutt
  - et al.
- 2024
- ICALP 2024
Conference paper
Quantum machine learning on near-term quantum devices: Current state of supervised and unsupervised techniques for real-world applications
- - Yaswitha Gujju
  - Atsushi Matsuo
  - et al.
- 2024
- Physical Review Applied
Paper