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Deepak Vijaykeerthy

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Automated Testing of AI Models

Oct 07, 2021
Swagatam Haldar, Deepak Vijaykeerthy, Diptikalyan Saha

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Inducing Semantic Grouping of Latent Concepts for Explanations: An Ante-Hoc Approach

Aug 25, 2021
Anirban Sarkar, Deepak Vijaykeerthy, Anindya Sarkar, Vineeth N Balasubramanian

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Verifying Individual Fairness in Machine Learning Models

Jun 21, 2020
Philips George John, Deepak Vijaykeerthy, Diptikalyan Saha

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Exploring the Hyperparameter Landscape of Adversarial Robustness

May 09, 2019
Evelyn Duesterwald, Anupama Murthi, Ganesh Venkataraman, Mathieu Sinn, Deepak Vijaykeerthy

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Explaining Deep Learning Models using Causal Inference

Nov 11, 2018
Tanmayee Narendra, Anush Sankaran, Deepak Vijaykeerthy, Senthil Mani

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Hardening Deep Neural Networks via Adversarial Model Cascades

Nov 04, 2018
Deepak Vijaykeerthy, Anshuman Suri, Sameep Mehta, Ponnurangam Kumaraguru

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Debugging Machine Learning Tasks

Mar 23, 2016
Aleksandar Chakarov, Aditya Nori, Sriram Rajamani, Shayak Sen, Deepak Vijaykeerthy

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