Andrea Simonetto
Unité de Mathématiques Appliquées (UMA)
Enseignant-Chercheur
HDR
I work at the intersection of optimization and learning for large-scale and streaming data, with a number of application domains as smart grids, intelligent transportation, personalized health, and quantum computing
HAL Publications
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Nonlinear Optimization Filters for Stochastic Time-Varying Convex Optimization
Article dans une revue Published on 18/04/2024 co-written by Andrea Simonetto, Paolo Massioni -
Efficient Quantum Circuits for Non-Unitary and Unitary Diagonal Operators with Space-Time-Accuracy trade-offs
Pré-publication, Document de travail Published on 09/04/2024 co-written by Julien Zylberman, Ugo Nzongani, Andrea Simonetto, Fabrice Debbasch -
MAPL: Model Agnostic Peer-to-peer Learning
Pré-publication, Document de travail Published on 28/03/2024 co-written by Sayak Mukherjee, Andrea Simonetto, Hadi Jamali-Rad -
Flexible Optimization for Cyber-Physical and Human Systems
Pré-publication, Document de travail Published on 06/03/2024 by Andrea Simonetto -
Differentiable Optimisation: Theory and Algorithms -- Part II: Algorithms
Cours Published on 24/01/2024 by Andrea Simonetto -
Constrained Hierarchical Clustering via Graph Coarsening and Optimal Cuts
Communication dans un congrès Published on 15/11/2023 co-written by Eliabelle Mauduit, Andrea Simonetto -
Incentives and co-evolution: Steering linear dynamical systems with noncooperative agents
Article dans une revue Published on 14/11/2023 co-written by Filippo Fabiani, Andrea Simonetto -
Optimizing Variational Circuits for Higher-Order Binary Optimization
Communication dans un congrès Published on 31/07/2023 co-written by Zoé Verchère, Sourour Elloumi, Andrea Simonetto -
Personalized incentives as feedback design in generalized Nash equilibrium problems
Article dans une revue Published on 19/06/2023 co-written by Filippo Fabiani, Andrea Simonetto, Paul J. Goulart -
Optimization Filters for Stochastic Time-Varying Convex Optimization
Communication dans un congrès Published on 13/06/2023 co-written by Andrea Simonetto, Paolo Massioni -
Renewable-based charging in green ride-sharing
Article dans une revue Published on 03/05/2023 co-written by Elisabetta Perotti, Ana Ospina, Gianluca Bianchin, Andrea Simonetto, Emiliano Dall’anese -
Extrapolation-based Prediction-Correction Methods for Time-varying Convex Optimization
Article dans une revue Published on 01/05/2023 co-written by Nicola Bastianello, Ruggero Carli, Andrea Simonetto -
A Quantum Algorithm for the Sub-Graph Isomorphism Problem
Article dans une revue Published on 01/01/2023 co-written by Nicola Mariella, Andrea Simonetto -
Sketching the Best Approximate Quantum Compiling Problem
Communication dans un congrès Published on 22/11/2022 co-written by Liam Madden, Albert Akhriev, Andrea Simonetto -
Optimizing through change for cyber-physical and social systems
HDR Published on 09/09/2022 by Andrea Simonetto -
Achievement and Fragility of Long-term Equitability
Communication dans un congrès Published on 01/08/2022 co-written by Andrea Simonetto, Ivano Notarnicola -
Learning equilibria with personalized incentives in a class of nonmonotone games
Communication dans un congrès Published on 12/07/2022 co-written by Filippo Fabiani, Andrea Simonetto, Paul J. Goulart -
OpReg-Boost: Learning to Accelerate Online Algorithms with Operator Regression
Communication dans un congrès Published on 23/06/2022 co-written by Nicola Bastianello, Andrea Simonetto, Emiliano Dall'Anese -
Best Approximate Quantum Compiling Problems
Article dans une revue Published on 01/01/2022 co-written by Liam Madden, Andrea Simonetto -
Distributed Personalized Gradient Tracking with Convex Parametric Models
Article dans une revue Published on 01/01/2022 co-written by Ivano Notarnicola, Andrea Simonetto, Francesco Farina, Giuseppe Notarstefano -
Time-Varying Optimization of Networked Systems With Human Preferences
Article dans une revue Published on 01/01/2022 co-written by Ana Ospina, Andrea Simonetto, Emiliano Dall'Anese -
Personalized optimization with user’s feedback
Article dans une revue Published on 01/09/2021 co-written by Andrea Simonetto, Emiliano Dall'Anese, Julien Monteil, Andrey Bernstein