Schenato, Luca
- Lyapunov Theory for Discrete Time Systems
2018/09/14 by Nicoletta Bof, Bof, Nicoletta, Ruggero Carli +3 · 13 citations
Engineering · #Control and Stability of Dynamical Systems #Stability and Control of Uncertain Systems #Advanced Control Systems Optimization
- Newton-Raphson Consensus for Distributed Convex Optimization
2015/11/04 by Varagnolo, Damiano, Zanella, Filippo, Cenedese, Angelo +2 · 3 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Multi-agents adaptive estimation and coverage control using Gaussian regression
2014/07/22 by Carron, Andrea, Todescato, Marco, Carli, Ruggero +2 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Network-GIANT: Fully distributed Newton-type optimization via harmonic Hessian consensus
2023/05/13 by Alessio Maritan, Maritan, Alessio, Ganesh D. Sharma +5 · 3 citations
Computer Science · #Distributed Control Multi-Agent Systems #Neural Networks Stability and Synchronization #Stochastic Gradient Optimization Techniques
- SHED: A Newton-type algorithm for federated learning based on incremental Hessian eigenvector sharing
2022/02/11 by Nicolò Dal Fabbro, Subhrakanti Dey, Fabbro, Nicolò Dal +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Q-SHED: Distributed Optimization at the Edge via Hessian Eigenvectors Quantization
2023/05/18 by Nicolò Dal Fabbro, Michele Rossi, Fabbro, Nicolò Dal +5 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and ELM #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
- Newton-Raphson Consensus under asynchronous and lossy communications for peer-to-peer networks
2017/07/28 by Nicoletta Bof, Ruggero Carli, Bof, Nicoletta +7 · 1 citation
Computer Science · #Distributed Control Multi-Agent Systems #Cooperative Communication and Network Coding #Energy Efficient Wireless Sensor Networks
- Stochastic Approximation with Delayed Updates: Finite-Time Rates under Markovian Sampling
2024/02/19 by Adibi, Arman, Fabbro, Nicolo Dal, Schenato, Luca +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC) #Systems and Control (eess.SY) #electronic engineering #information engineering