@inproceedings{NnAaaa, author="N. Bastianello and E. Dall'Anese", title="Distributed and Inexact Proximal Gradient Method for Online Convex Optimization", journal="IEEE Trans. Automatic Control [submitted]", year="20XX" } @article{NnAaaa, author="N. Bastianello and A. Simonetto and R. Carli", title="Primal and Dual Prediction-Correction Methods for Time-Varying Convex Optimization", journal="SIAM Journal on Optimization [submitted]", year="20XX" } @article{NnAaaa, author="N. Bastianello and L. Schenato and R. Carli", title="A novel bound on the convergence rate of distributed optimization ADMM-based algorithms", journal="Automatica", year="2022", volume="142" } @article{NnAaaa, author="N. Bastianello and R. Carli and L. Schenato and M. Todescato", title="Asynchronous Distributed Optimization over Lossy Networks via Relaxed ADMM: Stability and Linear Convergence", journal="IEEE Transactions on Automatic Control", year="2021" } @article{NnAaaa, author="N. Bastianello and A. Simonetto and R. Carli", title="Prediction-Correction Splittings for Time-Varying Optimization with Intermittent Observations", journal="IEEE Control Systems Letters", year="2020", pages="373-378", volume="4", number="2" } @inproceedings{NnAaaa, author="N. Bastianello and A. Simonetto and R. Carli", title="Prediction-Correction for Nonsmooth Time-Varying Optimization via Forward-Backward Envelopes", booktitle="International Conference on Acoustics, Speech, and Signal Processing (ICASSP'19)", year="2019", pages="5581-5585" } @inproceedings{NnAaaa, author="N. Bastianello and A. Simonetto and R. Carli", title="Prediction-Correction Splittings for Nonsmooth Time-Varying Optimization", booktitle="European Control Conference (ECC'19)", year="2019", pages="1963-1968" } @article{NnAaaa, author="A. Olama and N. Bastianello and P. Da Costa Mendes and E. Camponogara", title="Relaxed Hybrid Consensus ADMM for Distributed Convex Optimization with Coupling Constraints", journal="IET Control Theory & Applications", year="2019", month="November 26", pages="2828--2837", volume="13", number="17" } @inproceedings{NnAaaa, author="N. Bastianello and R. Carli and L. Schenato and M. Todescato", title="A Partition-Based Implementation of the Relaxed ADMM for Distributed Convex Optimization over Lossy Networks", booktitle="IEEE 57th Conference on Decision and Control (CDC'18)", year="2018", pages="3379-3384" } @techreport{CDC18_Proofs, author="N. Bastianello and R. Carli and L. Schenato and M. Todescato", title="A Partition-Based Relaxed ADMM for Distributed Convex Optimization over Lossy Networks: Technical Proofs", year="2018" } @inproceedings{NnAaaa, author="N. Bastianello and M. Todescato and R. Carli and L. Schenato", title="Distributed Optimization over Lossy Networks via Relaxed Peaceman-Rachford Splitting: a Robust ADMM Approach", booktitle="European Control Conference (ECC'18)", year="2018", pages="477-482" } @techreport{nb-mt-rc-ls:2017proofs, author="N. Bastianello and M. Todescato and R. Carli and L. Schenato", title="Proof of Robustness of Relaxed-PRS: a Robust ADMM Approach", year="2017", address="Padova", institution="University of Padova, Department of Information Engineering" }