Anastasia Kireeva
Scholar

Anastasia Kireeva

Google Scholar ID: tqdu4bEAAAAJ
ETH Zurich
High-dimensional statisticsOptimizationProbability
Citations & Impact
All-time
Citations
93
 
H-index
3
 
i10-index
3
 
Publications
7
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • Publications:
  • - 'Computational lower bounds for multi-frequency group synchronization' with Afonso S. Bandeira, Dmitriy Kunisky (2024)
  • - 'Randomized matrix computations: Themes and variations' with Joel Tropp (2024)
  • - 'Breakdown of a concavity property of mutual information for non-Gaussian channels' with Jean-Christophe Mourrat (2023)
  • - 'Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies' with Ilyas Fatkhullin, Anas Barakat, Niao He (2023)
Research Experience
  • Autumn semester of 2023: Course Coordinator for 'Mathematics of Data Science'; Spring semesters of 2023 and 2024: Teaching Assistant for 'Mathematics of Signals, Networks, and Learning'; Autumn semester of 2022: Teaching Assistant for 'Mathematics of Data Science'.
Education
  • PhD student in the Mathematics Department at ETH Zurich, supervised by Prof. Afonso Bandeira, since 2021.
Background
  • A third-year PhD student at ETH Zurich working with Prof. Afonso Bandeira at the Mathematics Department. Research interests include high-dimensional statistics, computational complexity, statistical physics, and stochastic optimization. Particularly, I work on understanding of phase transitions and computational hardness of statistical inference.