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Staff photo Armin Eftekhari

Armin Eftekhari

I study the mathematical underpinnings of machine learning (a part of AI) and data science. 

Works at

Affiliation
Location
MIT-huset, plan 3, Matematik och matematisk statistik, MIT.D.327 Umeå universitet, 901 87 Umeå

I'm interested in problems within the intersection of statistics, optimization, and numerical analysis. For example, I often develop and analyze numerical algorithms that help machines extract information and learn from large amounts of data.

Read more about my research 

 

Information and Inference, Oxford University Press 2021, Vol. 10, (1) : 161-193
Eftekhari, Armin; Bendory, Tamir; Tang, Gongguo
BIT Numerical Mathematics, Springer 2021, Vol. 61 : 119-139
Eftekhari, Armin; Vandereycken, Bart; Vilmart, Gilles; et al.
Advances in neural information processing systems (NeurIPS 2021), Curran Associates, Inc. 2021 : 11247-11259
Song, Chaehwan; Ramezani-Kebrya, Ali; Pethick, Thomas; et al.
37th International Conference on Machine Learning, ICML 2020, International Machine Learning Society (IMLS) 2020 : 2816-2827
Eftekhari, Armin
37th International Conference on Machine Learning, ICML 2020, International Machine Learning Society (IMLS) 2020 : 8139-8147
Rolland, Paul; Eftekhari, Armin; Kavis, Ali; et al.
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE 2020 : 8584-8588
Sanchez, Thomas; Gözcü, Baran; van Heeswijk, Ruud B.; et al.

Research projects

1 September 2019 until 31 August 2024