Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher
VS Chundawat, AK Tarun, Murari Mandal, Mohan Kankanhalli
37th AAAI Conference on Artificial Intelligence (AAAI), 2023, Washington, DC, USA. [Acceptance Rate - 19.6%]
Paper Source Code PosterError Maximizing Anti-Sample Generation for Fast Machine Unlearning
AK Tarun, VS Chundawat, Murari Mandal, Mohan Kankanhalli
AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI), 2023
Paper Source Code PosterDeep Regression Unlearning
AK Tarun, VS Chundawat, Murari Mandal, Mohan Kankanhalli
Arxiv, 2022
PaperA Universal Metric for Robust Evaluation of Synthetic Tabular Data
VS Chundawat, AK Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang
IEEE Transactions on Artificial Intelligence, 2022
Paper Source CodeCaptionomaly: A Deep Learning Toolbox for Anomaly Captioning in Social Surveillance Systems
Adit Goyal, Murari Mandal, Vikas Hassija, Vinay Chamola, Moayad Aloqaily
IEEE Transactions on Computational Social Systems, 2022
Paper Source CodeNeural Architecture Search for Image Dehazing
Murari Mandal, Yashwanth Reddy Meedimale, M. Satish Kumar Reddy, Santosh Kumar Vipparthi
IEEE Transactions on Artificial Intelligence, 2022
PaperZero-Shot Machine Unlearning
VS Chundawat, AK Tarun, Murari Mandal, Mohan Kankanhalli
Arxiv, 2022
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