SGD and Hogwild! Convergence without the bounded gradients assumption
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2018
- ICML 2018
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8 results for Martin Takáč
Primal-dual rates and certificates
- Celestine Mendler-Dünner
- Simone Forte
- et al.
- 2016
- ICML 2016
Entropy-penalized semidefinite programming
- Mikhail Krechetov
- Jakub Marecek
- et al.
- 2019
- IJCAI 2019
Distributed block coordinate descent for minimizing partially separable functions
- Jakub Marecek
- Peter Richtárik
- et al.
- 2014
- NAOIII 2014
Hybrid Methods in Solving Alternating-Current Optimal Power Flows
- Jie Liu
- Alan Claude Liddell
- et al.
- 2017
- IEEE Transactions on Smart Grid
Inexact SARAH algorithm for stochastic optimization
- Lam Nguyen
- Katya Scheinberg
- et al.
- 2020
- Optimization Methods and Software
New convergence aspects of stochastic gradient algorithms
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2019
- JMLR
Matrix completion under interval uncertainty
- Jakub Marecek
- Peter Richtárik
- et al.
- 2017
- EJOR