Concepedia

Luca Franceschi

LF

8

Publications

492

Citations

8

H-Index

2017

Active since

Affiliations

Italian Institute of Technology(Current)

University College London

University of Florence

Luca Franceschi is an author at Italian Institute of Technology specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceDeep LearningBusinessGraph TheoryRobot LearningGraph ProcessingInverse Problems

Publications per year

2017–2021

8

Publications

8

Learning Discrete Structures for Graph Neural Networks

Luca Franceschi, Mathias Niepert, Massimiliano Pontil et al. · arXiv (Cornell University) · 2019 · 146 citations · Full text

Geometric Learning, Graph Neural Networks, Graph Convolutional Networks +15

Bilevel Programming for Hyperparameter Optimization and Meta-Learning

Luca Franceschi, Paolo Frasconi, Saverio Salzo et al. · arXiv (Cornell University) · 2018 · 110 citations · Full text

Mathematical Programming, Artificial Intelligence, Few-shot Learning +13

Fast and Continuous Foothold Adaptation for Dynamic Locomotion Through CNNs

Octavio Villarreal, Victor Barasuol, Marco Camurri et al. · IEEE Robotics and Automation Letters · 2019 · 69 citations · Full text

Forward and Reverse Gradient-Based Hyperparameter Optimization

Luca Franceschi, Michele Donini, Paolo Frasconi et al. · arXiv (Cornell University) · 2017 · 56 citations · Full text

Hyperparameter Optimization, Hyperparameter Estimation, Engineering +12

Learning Discrete Structures for Graph Neural Networks

Luca Franceschi, Mathias Niepert, Massimiliano Pontil et al. · UCL Discovery (University College London) · 2019 · 53 citations

Geometric Learning, Graph Neural Networks, Graph Convolutional Networks +15

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