2 papers
cs.LG2025
Towards generalizable single-cell perturbation modeling via the Conditional Monge Gap
Alice Driessen, Benedek Harsanyi, Marianna Rapsomaniki +1
Learning the response of single-cells to various treatments offers great potential to enable targeted therapies. In this context, neural optimal transport (OT) has emerged as a pri…
cs.LG2024
Quantum Theory and Application of Contextual Optimal Transport
Nicola Mariella, Albert Akhriev, Francesco Tacchino +9
Optimal Transport (OT) has fueled machine learning (ML) across many domains. When paired data measurements are coupled to covariates, a challenging…