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researcher

Ashwin Bhat

2 papers hereh-index 6140 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AR1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedNon-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2023★ 2 cited

Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI

Ashwin Bhat, Arijit Raychowdhury

There has been a surge in Explainable-AI (XAI) methods that provide insights into the workings of Deep Neural Network (DNN) models. Integrated Gradients (IG) is a popular XAI algor…

cs.AR2022

Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge

Ashwin Bhat, Adou Sangbone Assoa, Arijit Raychowdhury

There has been a recent surge in the field of Explainable AI (XAI) which tackles the problem of providing insights into the behavior of black-box machine learning models. Within th…

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