Marco Carpentiero

According to our database, Marco Carpentiero authored at least 14 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Compressed Regression Over Adaptive Networks.

Marco Carpentiero, Vincenzo Matta, Ali H. Sayed

IEEE Trans. Signal Inf. Process. over Networks, 2024

Differential error feedback for communication-efficient decentralized learning.

Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed

CoRR, 2024

Matching centralized learning performance via compressed decentralized learning with error feedback.

Roula Nassif, Marco Carpentiero, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed

Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024

Decentralized Fusion of Experts Over Networks.

Marco Carpentiero, Vincenzo Matta, Stefan Vlaski, Ali H. Sayed

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

Differential Error Feedback for Communication-Efficient Decentralized Optimization.

Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed

Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

Social Learning with Adaptive Models.

Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Quantization for Decentralized Learning Under Subspace Constraints.

Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed

IEEE Trans. Signal Process., 2023

Compressed Distributed Regression over Adaptive Networks.

Marco Carpentiero, Vincenzo Matta, Ali H. Sayed

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

An Optimization Procedure for Robust Regression-Based Pansharpening.

Marco Carpentiero, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot

IEEE Trans. Geosci. Remote. Sens., 2022

Adaptive Diffusion with Compressed Communication.

Marco Carpentiero, Vincenzo Matta, Ali H. Sayed

Proceedings of the IEEE International Conference on Acoustics, 2022

Finite Bit Quantization for Decentralized Learning Under Subspace Constraints.

Roula Nassif, Stefan Vlaski, Marc Antonini, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Distributed Adaptive Learning Under Communication Constraints.

Marco Carpentiero, Vincenzo Matta, Ali H. Sayed

CoRR, 2021

2017

A swarm of wheeled and aerial robots for environmental monitoring.

Marco Carpentiero, Luca Gugliermetti, Marco Sabatini, Giovanni B. Palmerini

Proceedings of the 14th IEEE International Conference on Networking, Sensing and Control, 2017

2016

Air quality monitoring by means of a miniaturized sensor onboard an autonomous wheeled rover.

Luca Gugliermetti, Marco Sabatini, Giovanni B. Palmerini, Marco Carpentiero

Proceedings of the IEEE International Smart Cities Conference, 2016