List of Publications

For an up-to-date list, check out my Google Scholar Profile.

• Yadav C., Moshkovitz M., Chaudhuri K., A Learning-Theoretic Framework for Certified Auditing of Machine Learning Models (PDF)

  • • Under Submission

• Yadav C., Chaudhuri K., Behavior of k-NN as an Instance-Based Explanation Method (Oral) (PDF)

  • • Full paper at Advances in Interpretable Machine Learning and Artificial Intelligence @ ECML PKDD 2021

• Yadav C., Bottou L., Cold Case : The Lost MNIST Digits (Spotlight Oral ~2.9%)

  • • Full paper at NeurIPS 2019

• Liu S., Yadav C. et. al. On the design of CNNs for automatic detection of Alzheimer’s disease

  • • Full paper at Machine Learning for Health Workshop , NeurIPS 2019

• Yadav C. et. al. Using Brain MRI Images to predict Memory, BMI & Age

  • • 4-page, IEEE HCC 2019