Publications

23 results for Marianna Rapsomaniki

Conditional Monge Gap enables generalizable single-cell perturbation modelling
- - Alice Driessen
  - Dhruva Abhijit Rajwade
  - et al.
- 2026
- Nature Machine Intelligence
Paper
Hybrid quantum-classical graph neural networks for tumor classification in digital pathology
- - Anupama Ray
  - Dhiraj Madan
  - et al.
- 2024
- QCE 2024
Conference paper
Accelerating histopathology workflows with generative AI-based virtually multiplexed tumour profiling
- - Pushpak Pati
  - Sofia Karkampouna
  - et al.
- 2024
- Nature Machine Intelligence
Paper
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Albert Akhriev
  - et al.
- 2024
- ICML 2024
Conference paper
Learning Drug Perturbations via Conditional Map Estimators
- - Benedek Harsanyi
  - Marianna Rapsomaniki
  - et al.
- 2024
- ICLR 2024
Workshop paper
Overcoming limitations in current measures of drug response may enable AI-driven precision oncology
- - Katja Ovchinnikova
  - Jannis Born
  - et al.
- 2024
- npj Precision Oncology
Paper
AI for Drug Discovery
- - Marianna Rapsomaniki
  - Jannis Born
  - et al.
- 2024
- AMLD EPFL 2024
Workshop
ScLinear predicts protein abundance at single-cell resolution
- - Daniel Hanhart
  - Federico Gossi
  - et al.
- 2024
- Communications Biology
Paper
Quantum Theory and Application of Contextual Optimal Transport
- - Nicola Mariella
  - Jannis Born
  - et al.
- 2023
- NeurIPS 2023
Workshop paper
Towards quantum-enabled cell-centric therapeutics
- - Saugata Basu
  - Jannis Born
  - et al.
- 2023
- arXiv
Paper