E-LIB Suche - Ergebnisse für: Scutari, Gesualdo

1

A Unified View of Decentralized Algorithms for Sparse Linea..:

, In: 2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),

Maros, Marie ; Scutari, Gesualdo - p. 471-475 , 2023

2

Decentralized Asynchronous Nonconvex Stochastic Optimizatio..:

Kungurtsev, Vyacheslav ; Morafah, Mahdi ; Javidi, Tara.
IEEE Transactions on Control of Network Systems. 10 (2023) 4 - p. 1796-1804 , 2023

Link: https://doi.org/10.1109/..

3

Distributed (ATC) Gradient Descent for High Dimension Spars..:

Ji, Yao ; Scutari, Gesualdo ; Sun, Ying.
IEEE Transactions on Information Theory. 69 (2023) 8 - p. 5253-5276 , 2023

Link: https://doi.org/10.1109/..

4

Finite-Bit Quantization for Distributed Algorithms With Lin..:

Michelusi, Nicolo ; Scutari, Gesualdo ; Lee, Chang-Shen
IEEE Transactions on Information Theory. 68 (2022) 11 - p. 7254-7280 , 2022

Link: https://doi.org/10.1109/..

5

Distributed Optimization Based on Gradient Tracking Revisit..:

Sun, Ying ; Scutari, Gesualdo ; Daneshmand, Amir
SIAM Journal on Optimization. 32 (2022) 2 - p. 354-385 , 2022

Link: https://doi.org/10.1137/..

6

Kernel Regression Imputation in Manifolds Via Bi-Linear Mod..:

Slavakis, Konstantinos ; Shetty, Gaurav N. ; Cannelli, Loris...
IEEE Transactions on Computational Imaging. 8 (2022) - p. 133-147 , 2022

Link: https://doi.org/10.1109/..

7

Kernel Bi-Linear Modeling for Reconstructing Data on Manifo..:

, In: 2020 28th European Signal Processing Conference (EUSIPCO),

Shetty, Gaurav N. ; Slavakis, Konstantinos ; Nakarmi, Ukash.. - p. 1482-1486 , 2021

Link: https://doi.org/10.23919..

8

Iteration Complexity of a Fixed-Stepsize SQP Method for Non..:

, In: Numerical Analysis and Optimization; Springer Proceedings in Mathematics & Statistics,

Facchinei, Francisco ; Kungurtsev, Vyacheslav ; Lampariello, Lorenzo. - p. 109-120 , 2021

Link: https://doi.org/10.1007/..

9

A Unified Algorithmic Framework for Distributed Composite O..:

, In: 2020 59th IEEE Conference on Decision and Control (CDC),

Xu, Jinming ; Tian, Ye ; Sun, Ying. - p. 2309-2316 , 2020

Link: https://doi.org/10.1109/..

10

Diminishing stepsize methods for nonconvex composite proble..:

Facchinei, Francisco ; Kungurtsev, Vyacheskav ; Lampariello, Lorenzo.
Optimization Methods and Software. 37 (2020) 4 - p. 1242-1268 , 2020

Link: https://doi.org/10.1080/..

11

Vision Paper: Grand Challenges in Resilience: Autonomous Sy..:

Bagchi, Saurabh ; Aggarwal, Vaneet ; Chaterji, Somali...
IEEE Open Journal of the Computer Society. 1 (2020) - p. 155-172 , 2020

Link: https://doi.org/10.1109/..

12

Second-Order Guarantees of Distributed Gradient Algorithms:

Daneshmand, Amir ; Scutari, Gesualdo ; Kungurtsev, Vyacheslav
SIAM Journal on Optimization. 30 (2020) 4 - p. 3029-3068 , 2020

Link: https://doi.org/10.1137/..

13

Nonconvex Optimization for Signal Processing and Machine Le..:

So, Anthony Man-Cho ; Jain, Prateek ; Ma, Wing-Kin.
IEEE Signal Processing Magazine. 37 (2020) 5 - p. 15-17 , 2020

Link: https://doi.org/10.1109/..

14

A Unified Contraction Analysis of a Class of Distributed Al..:

, In: 2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP),

Xu, Jinming ; Sun, Ying ; Tian, Ye. - p. 485-489 , 2019

Link: https://doi.org/10.1109/..

15

Asynchronous parallel algorithms for nonconvex optimization:

Cannelli, Loris ; Facchinei, Francisco ; Kungurtsev, Vyacheslav.
Mathematical Programming. 184 (2019) 1-2 - p. 121-154 , 2019

Link: https://doi.org/10.1007/..