Floriane Montanari

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Multilayer Perceptron

Distributed Representations

Graph Partitioning

Top Venues

J. Cheminformatics

J. Comput. Aided Mol. Des.

Publications

Anne Bonin, Floriane Montanari, Sebastian Niederführ, Andreas H. Göller
pH-dependent solubility prediction for optimized drug absorption and compound uptake by plants. J. Comput. Aided Mol. Des. 37 (3) (2023)
Marco Bertolini, Van-Khoa Le, Jake Pencharz, Andreas Poehlmann, Djork-Arné Clevert, Santiago Villalba, Floriane Montanari
From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology. CoRR (2023)
Marco Bertolini, Djork-Arné Clevert, Floriane Montanari
Explaining, Evaluating and Enhancing Neural Networks' Learned Representations. CoRR (2022)
Christina Humer, Henry Heberle, Floriane Montanari, Thomas Wolf, Florian Huber, Ryan Henderson, Julian Heinrich, Marc Streit
ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations. J. Cheminformatics 14 (1) (2022)
Ryan Henderson, Djork-Arné Clevert, Floriane Montanari
Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity. CoRR (2021)
Ryan Henderson, Djork-Arné Clevert, Floriane Montanari
Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity. ICML (2021)
Ryan Henderson, Djork-Arné Clevert, Floriane Montanari
Gini in a Bottleneck: Gotta Train Me the Right Way. CoRR (2020)
Floriane Montanari, Barbara Zdrazil, Daniela Digles, Gerhard F. Ecker
Selectivity profiling of BCRP versus P-gp inhibition: from automated collection of polypharmacology data to multi-label learning. J. Cheminformatics 8 (1) (2016)