Francesco Rinaldi

Francesco Rinaldi

Università degli Studi di Padova

H-index: 25

Europe-Italy

About Francesco Rinaldi

Francesco Rinaldi, With an exceptional h-index of 25 and a recent h-index of 21 (since 2020), a distinguished researcher at Università degli Studi di Padova, specializes in the field of Nonlinear Optimization, Applied Mathematics, Operations Research, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Inexact direct-search methods for bilevel optimization problems

Revisiting Theoretical Guarantees of Direct-Search Methods

A machine learning approach for early identification of patients with severe imported malaria

Collaboration and topic switches in science

An oracle-based framework for robust combinatorial optimization

A unifying framework for sparsity-constrained optimization

Avoiding bad steps in Frank-Wolfe variants

Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization

Francesco Rinaldi Information

University

Position

Associate Professor

Citations(all)

1709

Citations(since 2020)

1068

Cited By

1083

hIndex(all)

25

hIndex(since 2020)

21

i10Index(all)

45

i10Index(since 2020)

38

Email

University Profile Page

Università degli Studi di Padova

Google Scholar

View Google Scholar Profile

Francesco Rinaldi Skills & Research Interests

Nonlinear Optimization

Applied Mathematics

Operations Research

Machine Learning

Top articles of Francesco Rinaldi

Title

Journal

Author(s)

Publication Date

Inexact direct-search methods for bilevel optimization problems

Computational Optimization and Applications

Youssef Diouane

Vyacheslav Kungurtsev

Francesco Rinaldi

Damiano Zeffiro

2024/3/21

Revisiting Theoretical Guarantees of Direct-Search Methods

arXiv preprint arXiv:2403.05322

KJ Dzahini

F Rinaldi

CW Royer

D Zeffiro

2024/3/8

A machine learning approach for early identification of patients with severe imported malaria

Malaria Journal

Alessandra D’Abramo

Francesco Rinaldi

Serena Vita

Riccardo Mazzieri

Angela Corpolongo

...

2024/2/13

Collaboration and topic switches in science

Scientific Reports

Sara Venturini

Satyaki Sikdar

Francesco Rinaldi

Francesco Tudisco

Santo Fortunato

2024/1/13

An oracle-based framework for robust combinatorial optimization

Journal of Global Optimization

Enrico Bettiol

Christoph Buchheim

Marianna De Santis

Francesco Rinaldi

2024/1

A unifying framework for sparsity-constrained optimization

Journal of Optimization Theory and Applications

Matteo Lapucci

Tommaso Levato

Francesco Rinaldi

Marco Sciandrone

2023/11

Avoiding bad steps in Frank-Wolfe variants

Computational Optimization and Applications

Francesco Rinaldi

Damiano Zeffiro

2023/1

Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization

arXiv preprint arXiv:2308.10711

Marianna De Santis

Jordan Frecon

Francesco Rinaldi

Saverio Salzo

Martin Schmidt

2023/8/21

Laplacian-based semi-Supervised learning in multilayer hypergraphs by coordinate descent

EURO Journal on Computational Optimization

Sara Venturini

Andrea Cristofari

Francesco Rinaldi

Francesco Tudisco

2023/1/1

Retraction-Based Direct Search Methods for Derivative Free Riemannian Optimization

Journal of Optimization Theory and Applications

Vyacheslav Kungurtsev

Francesco Rinaldi

Damiano Zeffiro

2023/7/30

An improved penalty algorithm using model order reduction for MIPDECO problems with partial observations

Computational Optimization and Applications

Dominik Garmatter

Margherita Porcelli

Francesco Rinaldi

Martin Stoll

2023/1

Learning the right layers a data-driven layer-aggregation strategy for semi-supervised learning on multilayer graphs

Sara Venturini

Andrea Cristofari

Francesco Rinaldi

Francesco Tudisco

2023/7/3

Stochastic trust-region and direct-search methods: A weak tail bound condition and reduced sample sizing

F Rinaldi

LN Vicente

D Zeffiro

2023/6/15

Projection free methods on product domains

arXiv preprint arXiv:2302.04839

Immanuel Bomze

Francesco Rinaldi

Damiano Zeffiro

2023/2/9

Fast cluster detection in networks by first order optimization

SIAM Journal on Mathematics of Data Science

Immanuel M Bomze

Francesco Rinaldi

Damiano Zeffiro

2022

Improved penalty algorithm for mixed integer PDE constrained optimization problems

Computers & Mathematics with Applications

Dominik Garmatter

Margherita Porcelli

Francesco Rinaldi

Martin Stoll

2022/6/15

Derivative-free methods for mixed-integer nonsmooth constrained optimization

Computational Optimization and Applications

Tommaso Giovannelli

Giampaolo Liuzzi

Stefano Lucidi

Francesco Rinaldi

2022/6

Mining for diamonds—Matrix generation algorithms for binary quadratically constrained quadratic problems

Computers & Operations Research

Enrico Bettiol

Immanuel Bomze

Lucas Létocart

Francesco Rinaldi

Emiliano Traversi

2022/6/1

A weak tail-bound probabilistic condition for function estimation in stochastic derivative-free optimization

arXiv preprint arXiv:2202.11074

Francesco Rinaldi

Luis Nunes Vicente

Damiano Zeffiro

2022/2/22

A variance-aware multiobjective Louvain-like method for community detection in multiplex networks

Journal of Complex Networks

Sara Venturini

Andrea Cristofari

Francesco Rinaldi

Francesco Tudisco

2022/12/1

See List of Professors in Francesco Rinaldi University(Università degli Studi di Padova)