Amir Daneshmand

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 13

Top Topics

Dictionary Learning

Parallel Algorithm

Convergence Rate

Top Venues

Publications

Ying Sun, Gesualdo Scutari, Amir Daneshmand
Distributed Optimization Based on Gradient Tracking Revisited: Enhancing Convergence Rate via Surrogation. SIAM J. Optim. 32 (2) (2022)
Amir Daneshmand, Gesualdo Scutari, Pavel E. Dvurechensky, Alexander V. Gasnikov
Newton Method over Networks is Fast up to the Statistical Precision. ICML (2021)
Artem Agafonov, Pavel E. Dvurechensky, Gesualdo Scutari, Alexander V. Gasnikov, Dmitry Kamzolov, Aleksandr Lukashevich, Amir Daneshmand
An Accelerated Second-Order Method for Distributed Stochastic Optimization. CDC (2021)
Amir Daneshmand, Gesualdo Scutari, Pavel E. Dvurechensky, Alexander V. Gasnikov
Newton Method over Networks is Fast up to the Statistical Precision. CoRR (2021)
Amir Daneshmand, Gesualdo Scutari, Vyacheslav Kungurtsev
Second-Order Guarantees of Distributed Gradient Algorithms. SIAM J. Optim. 30 (4) (2020)
Ying Sun, Amir Daneshmand, Gesualdo Scutari
Convergence Rate of Distributed Optimization Algorithms Based on Gradient Tracking. CoRR (2019)
Amir Daneshmand, Ying Sun, Gesualdo Scutari, Francisco Facchinei, Brian M. Sadler
Decentralized Dictionary Learning Over Time-Varying Digraphs. J. Mach. Learn. Res. 20 (2019)
Amir Daneshmand, Gesualdo Scutari, Vyacheslav Kungurtsev
Second-order Guarantees of Gradient Algorithms over Networks. Allerton (2018)
Amir Daneshmand, Ying Sun, Gesualdo Scutari, Francisco Facchinei, Brian M. Sadler
Decentralized Dictionary Learning Over Time-Varying Digraphs. CoRR (2018)
Amir Daneshmand, Gesualdo Scutari, Vyacheslav Kungurtsev
Second-order Guarantees of Distributed Gradient Algorithms. CoRR (2018)
Amir Daneshmand, Ying Sun, Gesualdo Scutari, Francisco Facchinei
D2L: Decentralized dictionary learning over dynamic networks. ICASSP (2017)
Amir Daneshmand, Gesualdo Scutari, Francisco Facchinei
Distributed Dictionary Learning. CoRR (2016)
Amir Daneshmand, Gesualdo Scutari, Francisco Facchinei
Distributed dictionary learning. ACSSC (2016)
Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
Hybrid Random/Deterministic Parallel Algorithms for Convex and Nonconvex Big Data Optimization. IEEE Trans. Signal Process. 63 (15) (2015)
Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
Hybrid Random/Deterministic Parallel Algorithms for Nonconvex Big Data Optimization. CoRR (2014)
Amir Daneshmand, Francisco Facchinei, Vyacheslav Kungurtsev, Gesualdo Scutari
Flexible selective parallel algorithms for big data optimization. ACSSC (2014)