An Exact Quantized Decentralized Gradient Descent Algorithm
Reisizadeh, Amirhossein, Mokhtari, Aryan, Hassani, Hamed, Pedarsani, Ramtin
Published in IEEE transactions on signal processing (01.10.2019)
Published in IEEE transactions on signal processing (01.10.2019)
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Journal Article
A Primal-Dual Quasi-Newton Method for Exact Consensus Optimization
Eisen, Mark, Mokhtari, Aryan, Ribeiro, Alejandro
Published in IEEE transactions on signal processing (01.12.2019)
Published in IEEE transactions on signal processing (01.12.2019)
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Journal Article
RES: Regularized Stochastic BFGS Algorithm
Mokhtari, Aryan, Ribeiro, Alejandro
Published in IEEE transactions on signal processing (01.12.2014)
Published in IEEE transactions on signal processing (01.12.2014)
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Journal Article
Decentralized Quasi-Newton Methods
Eisen, Mark, Mokhtari, Aryan, Ribeiro, Alejandro
Published in IEEE transactions on signal processing (15.05.2017)
Published in IEEE transactions on signal processing (15.05.2017)
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Journal Article
Network Newton Distributed Optimization Methods
Mokhtari, Aryan, Qing Ling, Ribeiro, Alejandro
Published in IEEE transactions on signal processing (01.01.2017)
Published in IEEE transactions on signal processing (01.01.2017)
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Journal Article
A Class of Prediction-Correction Methods for Time-Varying Convex Optimization
Simonetto, Andrea, Mokhtari, Aryan, Koppel, Alec, Leus, Geert, Ribeiro, Alejandro
Published in IEEE transactions on signal processing (01.09.2016)
Published in IEEE transactions on signal processing (01.09.2016)
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Journal Article
DQM: Decentralized Quadratically Approximated Alternating Direction Method of Multipliers
Mokhtari, Aryan, Wei Shi, Qing Ling, Ribeiro, Alejandro
Published in IEEE transactions on signal processing (01.10.2016)
Published in IEEE transactions on signal processing (01.10.2016)
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Journal Article
Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
Reisizadeh, Amirhossein, Tziotis, Isidoros, Hassani, Hamed, Mokhtari, Aryan, Pedarsani, Ramtin
Published in IEEE journal on selected areas in information theory (01.06.2022)
Published in IEEE journal on selected areas in information theory (01.06.2022)
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Journal Article
Network Adaptive Federated Learning: Congestion and Lossy Compression
Hegde, Parikshit, de Veciana, Gustavo, Mokhtari, Aryan
Published in IEEE INFOCOM 2023 - IEEE Conference on Computer Communications (17.05.2023)
Published in IEEE INFOCOM 2023 - IEEE Conference on Computer Communications (17.05.2023)
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Conference Proceeding
Decentralized double stochastic averaging gradient
Mokhtari, Aryan, Ribeiro, Alejandro
Published in 2015 49th Asilomar Conference on Signals, Systems and Computers (01.11.2015)
Published in 2015 49th Asilomar Conference on Signals, Systems and Computers (01.11.2015)
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Conference Proceeding
Journal Article
Adaptive Node Participation for Straggler-Resilient Federated Learning
Reisizadeh, Amirhossein, Tziotis, Isidoros, Hassani, Hamed, Mokhtari, Aryan, Pedarsani, Ramtin
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
Published in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (23.05.2022)
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Conference Proceeding
A quasi-Newton method for large scale support vector machines
Mokhtari, Aryan, Ribeiro, Alejandro
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
Published in 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2014)
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Conference Proceeding