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Murari Mandal

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EcoVal: An Efficient Data Valuation Framework for Machine Learning

Feb 15, 2024
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan Kankanhalli

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Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation

Sep 28, 2023
Yash Sinha, Murari Mandal, Mohan Kankanhalli

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Efficient Neural Architecture Search for Emotion Recognition

Mar 23, 2023
Monu Verma, Murari Mandal, Satish Kumar Reddy, Yashwanth Reddy Meedimale, Santosh Kumar Vipparthi

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Deep Regression Unlearning

Oct 15, 2022
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, Mohan Kankanhalli

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TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data

Jul 12, 2022
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang

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Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher

May 17, 2022
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, Mohan Kankanhalli

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Zero-Shot Machine Unlearning

Jan 14, 2022
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, Mohan Kankanhalli

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Fast Yet Effective Machine Unlearning

Nov 25, 2021
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, Mohan Kankanhalli

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An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs

May 04, 2021
Murari Mandal, Santosh Kumar Vipparthi

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