List of Publications
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