Search Results for author: Yash Khasbage

Found 2 papers, 1 papers with code

Distilling the Undistillable: Learning from a Nasty Teacher

1 code implementation21 Oct 2022 Surgan Jandial, Yash Khasbage, Arghya Pal, Vineeth N Balasubramanian, Balaji Krishnamurthy

The inadvertent stealing of private/sensitive information using Knowledge Distillation (KD) has been getting significant attention recently and has guided subsequent defense efforts considering its critical nature.

Knowledge Distillation

A Deeper Look at the Hessian Eigenspectrum of Deep Neural Networks and its Applications to Regularization

no code implementations7 Dec 2020 Adepu Ravi Sankar, Yash Khasbage, Rahul Vigneswaran, Vineeth N Balasubramanian

In this work, we propose a layerwise loss landscape analysis where the loss surface at every layer is studied independently and also on how each correlates to the overall loss surface.

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