Towards Large-Scale Exploratory Search over Heterogeneous Sources. - Mariia Seleznova; Anton Belyy; Aleksei Sholokhov (CoRR, 2018)

Guided Exploration of User Groups. - Mariia Seleznova; Behrooz Omidvar-Tehrani; Sihem Amer-Yahia; Eric Simon (Proc. VLDB Endow., 2020)

Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory? - Mariia Seleznova; Gitta Kutyniok (MSML, 2021)

Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization. - Mariia Seleznova; Gitta Kutyniok (ICML, 2022)

Neural (Tangent Kernel) Collapse. - Mariia Seleznova; Dana Weitzner; Raja Giryes; Gitta Kutyniok; Hung-Hsu Chou (NeurIPS, 2023)

GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection. - Mariia Seleznova; Hung-Hsu Chou; Claudio Mayrink Verdun; Gitta Kutyniok (CoRR, 2025)

Revisiting Glorot Initialization for Long-Range Linear Recurrences. - Noga Bar; Mariia Seleznova; Yotam Alexander; Gitta Kutyniok; Raja Giryes (CoRR, 2025)