Gianluigi Pillonetto

1. Newton-Raphson Consensus for Distributed Convex Optimization
   2015/07/22 by Damiano Varagnolo, Filippo Zanella, Angelo Cenedese +2 · 12 citations
   Computer Science · #Distributed Control Multi-Agent Systems #Cooperative Communication and Network Coding #Neural Networks Stability and Synchronization
2. Generalized Kalman Smoothing: Modeling and Algorithms
   2016/09/20 by Aleksandr Y. Aravkin, Aravkin, A. Y., James V. Burke +7 · 6 citations
   Computer Science · Engineering · Mathematics · #49M15 #62F35 #65K10 #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistical Methods and Inference #Target Tracking and Data Fusion in Sensor Networks
3. Deep networks for system identification: a Survey
   2023/01/30 by Gianluigi Pillonetto, Aleksandr Y. Aravkin, Pillonetto, Gianluigi +9 · 9 citations
   Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Optimization viewpoint on Kalman smoothing, with applications to robust and sparse estimation
   2013/03/08 by Aleksandr Y. Aravkin, Aravkin, Aleksandr Y., James V. Burke +3 · 2 citations
   Computer Science · Engineering · Mathematics · #62F35 #65K10 #Computation (stat.CO) #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistical and numerical algorithms #Target Tracking and Data Fusion in Sensor Networks
5. Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory
   2013/01/19 by Aleksandr Y. Aravkin, James V. Burke, Aravkin, Aleksandr Y. +3 · 2 citations
   Computer Science · Engineering · #62F35 #65K10 #Control Systems and Identification #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Statistics Theory (math.ST) #Target Tracking and Data Fusion in Sensor Networks
6. Sliding-mode theory under feedback constraints and the problem of epidemic control
   2021/09/12 by Mauro Bisiacco, Bisiacco, Mauro, Gianluigi Pillonetto +1 · 1 citation
   Mathematics · Medicine · #COVID-19 epidemiological studies #FOS: Electrical engineering #Mathematical and Theoretical Epidemiology and Ecology Models #Systems and Control (eess.SY) #electronic engineering #information engineering
7. A multi-task learning approach for the extraction of single-trial evoked potentials
   2012/12/20 by Costanza D’Avanzo, Anahita Goljahani, Gianluigi Pillonetto +2 · 1 citation
   Computer Science · Neuroscience · #Blind Source Separation Techniques #EEG and Brain-Computer Interfaces #Neural dynamics and brain function