Loris Cannelli

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Ridge Regression

Optimization Problems

State Action Space

Multilayer Feedforward

Top Venues

IEEE Control. Syst. Lett.

Publications

Simone Barcellona, Loris Cannelli, Silvia Colnago, Christian Laurano, Luigi Piegari
Cycle Aging Effect on Lithium-ion Battery Resistance: a Machine Learning Approach. MetroXRAINE (2023)
Loris Cannelli, Mengjia Zhu, Francesco Farina, Alberto Bemporad, Dario Piga
Multi-Agent Active Learning for Distributed Black-Box Optimization. IEEE Control. Syst. Lett. 7 (2023)
Gabriele Maroni, Loris Cannelli, Dario Piga
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus. CoRR (2023)
Raffaele Giuseppe Cestari, Gabriele Maroni, Loris Cannelli, Dario Piga, Simone Formentin
Split-Boost Neural Networks. CoRR (2023)
Konstantinos Slavakis, Gaurav N. Shetty, Loris Cannelli, Gesualdo Scutari, Ukash Nakarmi, Leslie Ying
Kernel Regression Imputation in Manifolds Via Bi-Linear Modeling: The Dynamic-MRI Case. IEEE Trans. Computational Imaging 8 (2022)
Loris Cannelli, Francisco Facchinei, Gesualdo Scutari, Vyacheslav Kungurtsev
Asynchronous Optimization Over Graphs: Linear Convergence Under Error Bound Conditions. IEEE Trans. Autom. Control. 66 (10) (2021)
Loris Cannelli, Giuseppe Nuti, Marzio Sala, Oleg Szehr
Hedging using reinforcement learning: Contextual k-Armed Bandit versus Q-learning. CoRR (2020)
Loris Cannelli, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
Asynchronous parallel algorithms for nonconvex optimization. Math. Program. 184 (1) (2020)
Loris Cannelli, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
Essentially cyclic asynchronous nonconvex large-scale optimization. SPAWC (2017)
Loris Cannelli, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
Asynchronous parallel nonconvex large-scale optimization. ICASSP (2017)
Loris Cannelli, Francisco Facchinei, Gesualdo Scutari
Multi-Agent asynchronous nonconvex large-scale optimization. CAMSAP (2017)
Loris Cannelli, Gesualdo Scutari, Francisco Facchinei, Vyacheslav Kungurtsev
Parallel asynchronous lock-free algorithms for nonconvex big-data optimization. ACSSC (2016)
Loris Cannelli, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
Asynchronous Parallel Algorithms for Nonconvex Big-Data Optimization: Model and Convergence. CoRR (2016)