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ORCIDAyush K. Tarun
- > Home > Persons > Ayush K. Tarun
Publications
- 2024
[j3]Vikram S. Chundawat
, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang:
A Universal Metric for Robust Evaluation of Synthetic Tabular Data. IEEE Trans. Artif. Intell. 5(1): 300-309 (2024)- [j2]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Fast Yet Effective Machine Unlearning. IEEE Trans. Neural Networks Learn. Syst. 35(9): 13046-13055 (2024) - [c3]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan S. Kankanhalli:
EcoVal: An Efficient Data Valuation Framework for Machine Learning. KDD 2024: 2866-2875 - [i8]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan S. Kankanhalli:
EcoVal: An Efficient Data Valuation Framework for Machine Learning. CoRR abs/2402.09288 (2024) - [i7]Romit Chatterjee, Vikram S. Chundawat, Ayush K. Tarun, Ankur Arjun Mali, Murari Mandal:
A Unified Framework for Continual Learning and Machine Unlearning. CoRR abs/2408.11374 (2024) - 2023
- [j1]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli:
Zero-Shot Machine Unlearning. IEEE Trans. Inf. Forensics Secur. 18: 2345-2354 (2023) - [c2]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli:
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher. AAAI 2023: 7210-7217 - [c1]Ayush Kumar Tarun, Vikram Singh Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Deep Regression Unlearning. ICML 2023: 33921-33939 - 2022
- [i5]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli:
Zero-Shot Machine Unlearning. CoRR abs/2201.05629 (2022) - [i4]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli:
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher. CoRR abs/2205.08096 (2022) - [i3]Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang:
TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data. CoRR abs/2207.05295 (2022) - [i2]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Deep Regression Unlearning. CoRR abs/2210.08196 (2022) - 2021
- [i1]Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli:
Fast Yet Effective Machine Unlearning. CoRR abs/2111.08947 (2021)
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