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Journal Articles
- 2023
[j2]Roula Nassif
, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed:
Quantization for Decentralized Learning Under Subspace Constraints. IEEE Trans. Signal Process. 71: 2320-2335 (2023)- 2022
- [j1]Marco Carpentiero, Gemine Vivone, Rocco Restaino, Paolo Addesso, Jocelyn Chanussot:
An Optimization Procedure for Robust Regression-Based Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022)
Conference and Workshop Papers
- 2024
- [c8]Marco Carpentiero, Virginia Bordignon, Vincenzo Matta, Ali H. Sayed:
Social Learning with Adaptive Models. ICASSP 2024: 9351-9355 - [c7]Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Differential Error Feedback for Communication-Efficient Decentralized Optimization. SAM 2024: 1-5 - [c6]Roula Nassif, Marco Carpentiero, Stefan Vlaski, Vincenzo Matta, Ali H. Sayed:
Matching centralized learning performance via compressed decentralized learning with error feedback. SPAWC 2024: 431-435 - 2023
- [c5]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Compressed Distributed Regression over Adaptive Networks. ICASSP 2023: 1-5 - 2022
- [c4]Roula Nassif, Stefan Vlaski, Marc Antonini, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Finite Bit Quantization for Decentralized Learning Under Subspace Constraints. EUSIPCO 2022: 1851-1855 - [c3]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Adaptive Diffusion with Compressed Communication. ICASSP 2022: 5672-5676 - 2017
- [c2]Marco Carpentiero, Luca Gugliermetti, Marco Sabatini, Giovanni B. Palmerini:
A swarm of wheeled and aerial robots for environmental monitoring. ICNSC 2017: 90-95 - 2016
- [c1]Luca Gugliermetti, Marco Sabatini, Giovanni B. Palmerini, Marco Carpentiero:
Air quality monitoring by means of a miniaturized sensor onboard an autonomous wheeled rover. ISC2 2016: 1-4
Informal and Other Publications
- 2024
- [i4]Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Differential error feedback for communication-efficient decentralized learning. CoRR abs/2406.18418 (2024) - 2023
- [i3]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Compressed Regression over Adaptive Networks. CoRR abs/2304.03638 (2023) - 2022
- [i2]Roula Nassif, Stefan Vlaski, Marco Carpentiero, Vincenzo Matta, Marc Antonini, Ali H. Sayed:
Quantization for decentralized learning under subspace constraints. CoRR abs/2209.07821 (2022) - 2021
- [i1]Marco Carpentiero, Vincenzo Matta, Ali H. Sayed:
Distributed Adaptive Learning Under Communication Constraints. CoRR abs/2112.02129 (2021)
Coauthor Index
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