María Rodríguez Martínez

Inference of the three-dimensional chromatin structure and its temporal behavior pdf

John Lygeros, Bianca-Cristina Cristescu, Zalán Borsos, 2018, ArXiv.

edGNN: a Simple and Powerful GNN for Directed Labeled Graphs pdf

Jean-Philippe Thiran, Maria Gabrani, María Rodríguez Martínez, 2019, ArXiv.

MonoNet: Towards Interpretable Models by Learning Monotonic Features pdf

María Rodríguez Martínez, An-phi Nguyen, An-phi Nguyen, 2019, ArXiv.

Reinforcement learning-driven de-novo design of anticancer compounds conditioned on biomolecular profiles pdf

Jannis Born, María Rodríguez Martínez, Matteo Manica, 2019, ArXiv.

Marginalized Continuous Time Bayesian Networks for Network Reconstruction from Incomplete Observations

Heinz Koeppl, Matthias Reumann, Loïc Paulevé, 2016, AAAI.

PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks pdf

Vigneshwari Subramanian, Jannis Born, María Rodríguez Martínez, 2018, ArXiv.

A stochastic hybrid model of DNA replication incorporating 3D protein mobility dynamics

John Lygeros, María Rodríguez Martínez, Maria Anna Rapsomaniki, 2019, bioRxiv.

Network-based Biased Tree Ensembles (NetBiTE) for Drug Sensitivity Prediction and Drug Sensitivity Biomarker Identification in Cancer

María Rodríguez Martínez, Matteo Manica, Roland Mathis, 2018, Scientific Reports.