Hanna Tseran

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Computer Networks

Vapnik Chervonenkis Dimension

Top Venues

Trans. Mach. Learn. Res.

Publications

Kedar Karhadkar, Michael Murray, Hanna Tseran, Guido Montúfar
Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape. Trans. Mach. Learn. Res. 2024 (2024)
Hanna Tseran, Guido Montúfar
Expected Gradients of Maxout Networks and Consequences to Parameter Initialization. ICML (2023)
Kedar Karhadkar, Michael Murray, Hanna Tseran, Guido Montúfar
Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape. CoRR (2023)
Hanna Tseran, Guido Montúfar
Expected Gradients of Maxout Networks and Consequences to Parameter Initialization. CoRR (2023)
Hanna Tseran, Guido Montúfar
On the Expected Complexity of Maxout Networks. CoRR (2021)
Hanna Tseran, Guido Montúfar
On the Expected Complexity of Maxout Networks. NeurIPS (2021)