Email: firstname.lastname@math.ethz.ch
Office: HG G 21.2
About
I am a third-year PhD student at ETH Zurich working with Prof. Afonso Bandeira at Mathematics Department. My research interests include high-dimensional statistics, computational complexity, statistical physics, and stochastic optimization. In particular, I work on understanding of phase transitions and computational hardness of statistical inference.
Here is a link to my full CV (last updated in September 2024).Publications
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Computational lower bounds for multi-frequency group synchronization
Anastasia Kireeva, Afonso S. Bandeira, Dmitriy Kunisky (2024)
arXiv| Poster -
Randomized matrix computations: Themes and variations
Anastasia Kireeva, Joel Tropp (2024)
arXiv -
Breakdown of a concavity property of mutual information for non-Gaussian channels
Anastasia Kireeva, Jean-Christophe Mourrat (2023)
Information and Inference: A Journal of the IMA 13.2
arXiv | Publication | Poster -
Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies
Ilyas Fatkhullin, Anas Barakat, Anastasia Kireeva, Niao He (2023)
International Conference on Machine Learning. PMLR, pp. 9827–9869
arXiv | Publication | Code | Poster
Teaching
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Autumn semester of 2023Mathematics of Data Science
Course Coordinator -
Spring semester of 2023 and 2024Mathematics of Signals, Networks, and Learning Category
Teaching Assistant -
Autumn semester of 2022Mathematics of Data Science
Teaching Assistant