publications

2023

1. 

   Deep Regression Unlearning

   Ayush K Tarun, Vikram S Chundawat, Murari Mandal, and 1 more author

   International Conference on Machine Learning, 2023

   Bib Code Website

   @article{tarun2022deep,
     title = {Deep Regression Unlearning},
     author = {Tarun, Ayush K and Chundawat, Vikram S and Mandal, Murari and Kankanhalli, Mohan},
     journal = {International Conference on Machine Learning},
     year = {2023},
   }

2. 

   Fast yet effective machine unlearning

   Ayush K Tarun, Vikram S Chundawat, Murari Mandal, and 1 more author

   IEEE Transactions on Neural Networks and Learning Systems, 2023

   Bib Code Website

   @article{tarun2023fast,
     title = {Fast yet effective machine unlearning},
     author = {Tarun, Ayush K and Chundawat, Vikram S and Mandal, Murari and Kankanhalli, Mohan},
     journal = {IEEE Transactions on Neural Networks and Learning Systems},
     year = {2023},
     publisher = {IEEE},
   }

3. 

   Zero-shot machine unlearning

   Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and 1 more author

   IEEE Transactions on Information Forensics and Security, 2023

   Bib Code Website

   @article{chundawat2023zero,
     title = {Zero-shot machine unlearning},
     author = {Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Kankanhalli, Mohan},
     journal = {IEEE Transactions on Information Forensics and Security},
     year = {2023},
     publisher = {IEEE},
   }

4. 

   Can bad teaching induce forgetting? Unlearning in deep networks using an incompetent teacher

   Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and 1 more author

   AAAI Conference on Artificial Intelligence, 2023

   Bib Code Website

   @article{chundawat2022can,
     title = {Can bad teaching induce forgetting? Unlearning in deep networks using an incompetent teacher},
     author = {Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Kankanhalli, Mohan},
     journal = {AAAI Conference on Artificial Intelligence},
     year = {2023},
   }

2022

1. 

   A Universal Metric for Robust Evaluation of Synthetic Tabular Data

   Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and 2 more authors

   IEEE Transactions on Artificial Intelligence, 2022

   Bib Code Website

   @article{chundawat2022universal,
     title = {A Universal Metric for Robust Evaluation of Synthetic Tabular Data},
     author = {Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Lahoti, Mukund and Narang, Pratik},
     journal = {IEEE Transactions on Artificial Intelligence},
     year = {2022},
     publisher = {IEEE},
   }