Ayush K. Tarun

13 papers A* 2Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Helpful to a Fault: Measuring Illicit Assistance in Multi-Turn, Multilingual LLM Agents.
CoRR
Nivya Talokar, Ayush K. Tarun, Murari Mandal, Maksym Andriushchenko, Antoine Bosselut
2024 J jnl
A Unified Framework for Continual Learning and Machine Unlearning.
CoRR
Romit Chatterjee, Vikram S. Chundawat, Ayush K. Tarun, Ankur Mali, Murari Mandal
2024 J jnl
A Universal Metric for Robust Evaluation of Synthetic Tabular Data.
IEEE Trans. Artif. Intell.
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang
2024 A* conf
EcoVal: An Efficient Data Valuation Framework for Machine Learning.
KDD
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan S. Kankanhalli
2024 J jnl
EcoVal: An Efficient Data Valuation Framework for Machine Learning.
CoRR
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Hong Ming Tan, Bowei Chen, Mohan S. Kankanhalli
2024 J jnl
Fast Yet Effective Machine Unlearning.
IEEE Trans. Neural Networks Learn. Syst.
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli
2023 A* conf
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher.
AAAI
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
2023 J jnl
Zero-Shot Machine Unlearning.
IEEE Trans. Inf. Forensics Secur.
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
2022 J jnl
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher.
CoRR
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
2022 J jnl
Deep Regression Unlearning.
CoRR
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli
2022 J jnl
TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data.
CoRR
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mukund Lahoti, Pratik Narang
2022 J jnl
Zero-Shot Machine Unlearning.
CoRR
Vikram S. Chundawat, Ayush K. Tarun, Murari Mandal, Mohan S. Kankanhalli
2021 J jnl
Fast Yet Effective Machine Unlearning.
CoRR
Ayush K. Tarun, Vikram S. Chundawat, Murari Mandal, Mohan S. Kankanhalli