Susama Agarwala | DeepAI

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Featured Co-authors

Corey Lowman
5 publications
Benjamin Stoler
4 publications
Benjamin Dees
2 publications
C. Chace Ashcraft
1 publication
Chigozie Ewulum
1 publication
Ben Dees
1 publication
Andrew Gearhart
1 publication

research

∙ 07/27/2022

Structural Similarity for Improved Transfer in Reinforcement Learning

Transfer learning is an increasingly common approach for developing perf...

0 C. Chace Ashcraft, et al. ∙

research

∙ 01/28/2022

Geometric instability of out of distribution data across autoencoder architecture

We study the map learned by a family of autoencoders trained on MNIST, a...

0 Susama Agarwala, et al. ∙

research

∙ 01/27/2022

Eigenvalues of Autoencoders in Training and at Initialization

In this paper, we investigate the evolution of autoencoders near their i...

0 Benjamin Dees, et al. ∙

research

∙ 07/13/2021

Geometry and Generalization: Eigenvalues as predictors of where a network will fail to generalize

We study the deformation of the input space by a trained autoencoder via...

0 Susama Agarwala, et al. ∙