Mariia Seleznova

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Biologically Plausible

Heterogeneous Sources

Exploratory Search

Top Venues

Proc. VLDB Endow.

Publications

Mariia Seleznova, Dana Weitzner, Raja Giryes, Gitta Kutyniok, Hung-Hsu Chou
Neural (Tangent Kernel) Collapse. CoRR (2023)
Mariia Seleznova, Dana Weitzner, Raja Giryes, Gitta Kutyniok, Hung-Hsu Chou
Neural (Tangent Kernel) Collapse. NeurIPS (2023)
Mariia Seleznova, Gitta Kutyniok
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization. ICML (2022)
Mariia Seleznova, Gitta Kutyniok
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization. CoRR (2022)
Mariia Seleznova, Gitta Kutyniok
Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory? MSML (2021)
Mariia Seleznova, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Eric Simon
Guided Exploration of User Groups. Proc. VLDB Endow. 13 (9) (2020)
Mariia Seleznova, Gitta Kutyniok
Analyzing Finite Neural Networks: Can We Trust Neural Tangent Kernel Theory? CoRR (2020)
Mariia Seleznova, Anton Belyy, Aleksei Sholokhov
Towards Large-Scale Exploratory Search over Heterogeneous Sources. CoRR (2018)