Ayush K. Tarun

According to our database, Ayush K. Tarun authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fast Yet Effective Machine Unlearning.

Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli

IEEE Trans. Neural Networks Learn. Syst., September, 2024

A Universal Metric for Robust Evaluation of Synthetic Tabular Data.

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang

IEEE Trans. Artif. Intell., January, 2024

A Unified Framework for Continual Learning and Machine Unlearning.

Romit Chatterjee, Vikram S. Chundawat, Ayush K. Tarun, Ankur A. Mali, Murari Mandal

CoRR, 2024

EcoVal: An Efficient Data Valuation Framework for Machine Learning.

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

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Zero-Shot Machine Unlearning.

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli

IEEE Trans. Inf. Forensics Secur., 2023

Deep Regression Unlearning.

Ayush Kumar Tarun, Vikram Singh Chundawat, Murari Mandal, Mohan S. Kankanhalli

Proceedings of the International Conference on Machine Learning, 2023

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

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

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

Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang

CoRR, 2022