Seleznova, Mariia

4 publications

ICLR 2026 GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection Mariia Seleznova, Hung-Hsu Chou, Claudio Mayrink Verdun, Gitta Kutyniok

NeurIPS 2025 Revisiting Glorot Initialization for Long-Range Linear Recurrences Noga Bar, Mariia Seleznova, Yotam Alexander, Gitta Kutyniok, Raja Giryes

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

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