Kedar Karhadkar | DeepAI

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Featured Co-authors

Guido Montufar
55 publications
Uri Alon
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Yu Guang Wang
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Pradeep Kr. Banerjee
8 publications
Michael Murray
7 publications
Hanna Tseran
3 publications

research

∙ 05/31/2023

Mildly Overparameterized ReLU Networks Have a Favorable Loss Landscape

We study the loss landscape of two-layer mildly overparameterized ReLU n...

0 Kedar Karhadkar, et al. ∙

research

∙ 10/21/2022

FoSR: First-order spectral rewiring for addressing oversquashing in GNNs

Graph neural networks (GNNs) are able to leverage the structure of graph...

0 Kedar Karhadkar, et al. ∙

research

∙ 08/06/2022

Oversquashing in GNNs through the lens of information contraction and graph expansion

The quality of signal propagation in message-passing graph neural networ...

0 Pradeep Kr. Banerjee, et al. ∙