Federico Monti - Concepedia

Concepedia

Author

Federico Monti

Università della Svizzera italiana ORCID

Also Known As

F Monti, F. Monti, Federico Monti, Monti, Federico

45

Publications

4.3K

Citations

18

H-Index

62

Concepts

All Affiliations

Università della Svizzera italiana Imperial College London École Polytechnique Fédérale de Lausanne Politecnico di Milano Tel Aviv University

FM

About

Federico Monti is an author at Università della Svizzera italiana specializing in deep learning, engineering, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	15	18	3.4K
2	Medicine	4	4	939
3	Business	3	3	124
4	Natural Sciences	2	2	506
5	Arts	1	1	188

Federico Monti

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21

Publications

4.3K

Citations

18

H-Index

	Year	Citations
Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs Federico Monti, Davide Boscaini, Jonathan Masci, Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningManifold Modeling	2017	1.8K
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning Pablo Gaínza, Freyr Sverrisson, Federico Monti, Nature Methods Interaction FingerprintsProtein Molecular SurfacesInteractomicsProtein FoldingMolecular Biology	2019	789
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti, Michael M. Bronstein, Xavier Bresson Neural Information Processing Systems Geometric LearningEngineeringMachine LearningMatrix Completion ModelsGeometric Deep Learning	2017	265
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks Federico Monti, Michael M. Bronstein, Xavier Bresson arXiv (Cornell University) Geometric LearningEngineeringMachine LearningMatrix Completion ModelsGeometric Deep Learning	2017	241
Deep Convolutional Neural Networks for pedestrian detection Denis Tomè, Federico Monti, Luca Baroffio, Signal Processing Image Communication Convolutional Neural NetworkMachine VisionEngineeringPattern RecognitionObject Detection	2016	220
Fake News Detection on Social Media using Geometric Deep Learning Federico Monti, Fabrizio Frasca, Davide Eynard, arXiv (Cornell University) Fake NewsEngineeringMachine LearningCommunicationRumor Spreading	2019	188
SIGN: Scalable Inception Graph Neural Networks Michael M. Bronstein, Federico Monti arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkGraph Representation LearningMachine LearningEngineering	2020	187
Using attribution to decode binding mechanism in neural network models for chemistry Kevin McCloskey, Ankur Taly, Federico Monti, Proceedings of the National Academy of Sciences EngineeringMachine LearningMachine Learning ToolComputational ChemistryChemistry	2019	112
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi, Ben Chamberlain, Fabrizio Frasca, arXiv (Cornell University) Dynamic GraphsGraph Representation LearningMachine LearningEngineeringNetwork Analysis	2020	95
CayleyNets: Graph Convolutional Neural Networks With Complex Rational Spectral Filters Ron Levie, Federico Monti, Xavier Bresson, IEEE Transactions on Signal Processing Spectral TheoryGeometric LearningGraph Neural NetworkEngineeringGraph Theory	2018	74

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