Amir Daneshmand

Amir Daneshmand

Xi'an Shiyou University - Xi'an / China
Engineering & Technology / Computer Science
AD Scientific Index ID: 4508349
西安石油大学
person_outline Amir Daneshmand's MOST POPULAR ARTICLES
1-) Distributed Optimization Based on Gradient Tracking Revisited: Enhancing Convergence Rate via SurrogationY Sun, A Daneshmand, G ScutariSIAM Journal on Optimization 32 (2), 354-385, 2022792022
2-) Hybrid random/deterministic parallel algorithms for convex and nonconvex big data optimizationA Daneshmand, F Facchinei, V Kungurtsev, G ScutariIEEE Transactions on Signal Processing 63 (15), 3914-3929, 2015772015
3-) Second-order guarantees of distributed gradient algorithmsA Daneshmand, G Scutari, V KungurtsevSIAM Journal on Optimization 30 (4), 3029-3068, 2020612020
4-) Convergence rate of distributed optimization algorithms based on gradient trackingY Sun, A Daneshmand, G ScutariarXiv preprint arXiv:1905.02637, 2019632019
5-) Newton Method over Networks is Fast up to the Statistical PrecisionA Daneshmand, G Scutari, P Dvurechensky, A GasnikovProceedings of the 38th International Conference on Machine Learning (ICML …, 2021232021