Amir Daneshmand

16 papers A* 1Misc 3Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2022 J jnl
Distributed Optimization Based on Gradient Tracking Revisited: Enhancing Convergence Rate via Surrogation.
SIAM J. Optim.
Ying Sun, Gesualdo Scutari, Amir Daneshmand
2021 — conf
An Accelerated Second-Order Method for Distributed Stochastic Optimization.
CDC
Artem Agafonov, Pavel E. Dvurechensky, Gesualdo Scutari, Alexander V. Gasnikov, Dmitry Kamzolov, Aleksandr Lukashevich, Amir Daneshmand
2021 A* conf
Newton Method over Networks is Fast up to the Statistical Precision.
ICML
Amir Daneshmand, Gesualdo Scutari, Pavel E. Dvurechensky, Alexander V. Gasnikov
2021 J jnl
Newton Method over Networks is Fast up to the Statistical Precision.
CoRR
Amir Daneshmand, Gesualdo Scutari, Pavel E. Dvurechensky, Alexander V. Gasnikov
2020 J jnl
Second-Order Guarantees of Distributed Gradient Algorithms.
SIAM J. Optim.
Amir Daneshmand, Gesualdo Scutari, Vyacheslav Kungurtsev
2019 J jnl
Convergence Rate of Distributed Optimization Algorithms Based on Gradient Tracking.
CoRR
Ying Sun, Amir Daneshmand, Gesualdo Scutari
2019 J jnl
Decentralized Dictionary Learning Over Time-Varying Digraphs.
J. Mach. Learn. Res.
Amir Daneshmand, Ying Sun, Gesualdo Scutari, Francisco Facchinei, Brian M. Sadler
2018 J jnl
Decentralized Dictionary Learning Over Time-Varying Digraphs.
CoRR
Amir Daneshmand, Ying Sun, Gesualdo Scutari, Francisco Facchinei, Brian M. Sadler
2018 J jnl
Second-order Guarantees of Distributed Gradient Algorithms.
CoRR
Amir Daneshmand, Gesualdo Scutari, Vyacheslav Kungurtsev
2018 — conf
Second-order Guarantees of Gradient Algorithms over Networks.
Allerton
Amir Daneshmand, Gesualdo Scutari, Vyacheslav Kungurtsev
2017 Misc conf
D2L: Decentralized dictionary learning over dynamic networks.
ICASSP
Amir Daneshmand, Ying Sun, Gesualdo Scutari, Francisco Facchinei
2016 J jnl
Distributed Dictionary Learning.
CoRR
Amir Daneshmand, Gesualdo Scutari, Francisco Facchinei
2016 Misc conf
Distributed dictionary learning.
ACSSC
Amir Daneshmand, Gesualdo Scutari, Francisco Facchinei
2015 J jnl
Hybrid Random/Deterministic Parallel Algorithms for Convex and Nonconvex Big Data Optimization.
IEEE Trans. Signal Process.
Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
2014 Misc conf
Flexible selective parallel algorithms for big data optimization.
ACSSC
Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
2014 J jnl
Hybrid Random/Deterministic Parallel Algorithms for Nonconvex Big Data Optimization.
CoRR
Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari