Slavomír Hanzely

According to our database1, Slavomír Hanzely authored at least 8 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Adaptive Optimization Algorithms for Machine Learning.
PhD thesis, 2023

Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation.
Trans. Mach. Learn. Res., 2023

Adaptive Optimization Algorithms for Machine Learning.
CoRR, 2023

Sketch-and-Project Meets Newton Method: Global O(k<sup>-2</sup>) Convergence with Low-Rank Updates.
CoRR, 2023

Convergence of First-Order Algorithms for Meta-Learning with Moreau Envelopes.
CoRR, 2023

2022
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020
Adaptive Learning of the Optimal Mini-Batch Size of SGD.
CoRR, 2020

Lower Bounds and Optimal Algorithms for Personalized Federated Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


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