@article{khan2024chitrarth,title={Chitrarth: Bridging Vision and Language for a Billion People},author={Khan, Shaharukh and Tarun, Ayush and Ravi, Abhinav and Faraz, Ali and Pokala, Praveen Kumar and Bhangare, Anagha and Kolla, Raja and Khatri, Chandra and Agarwal, Shubham},journal={Neural Information Processing Systems, Workshop on Multimodal Algorithmic Reasoning (MAR)},year={2024},}
Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation
Shaharukh Khan, Ayush Tarun, Ali Faraz, and
7 more authors
Empirical Methods in Natural Language Processing, Workshop on Asian Translation (WAT), 2024
@article{khan2024chitranuvad,title={Chitranuvad: Adapting Multi-Lingual LLMs for Multimodal Translation},author={Khan, Shaharukh and Tarun, Ayush and Faraz, Ali and Kamble, Palash and Dahiya, Vivek and Pokala, Praveen and Kulkarni, Ashish and Khatri, Chandra and Ravi, Abhinav and Agarwal, Shubham},journal={Empirical Methods in Natural Language Processing, Workshop on Asian Translation (WAT)},year={2024},}
EcoVal: An Efficient Data Valuation Framework for Machine Learning
Ayush Tarun, Vikram Chundawat, Murari Mandal, and
3 more authors
ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
@article{tarun2024ecoval,title={EcoVal: An Efficient Data Valuation Framework for Machine Learning},author={Tarun, Ayush and Chundawat, Vikram and Mandal, Murari and Tan, Hong Ming and Chen, Bowei and Kankanhalli, Mohan},journal={ACM SIGKDD Conference on Knowledge Discovery and Data Mining},year={2024},}
2023
Deep Regression Unlearning
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, and
1 more author
International Conference on Machine Learning, 2023
@article{tarun2022deep,title={Deep Regression Unlearning},author={Tarun, Ayush K and Chundawat, Vikram S and Mandal, Murari and Kankanhalli, Mohan},journal={International Conference on Machine Learning},year={2023},}
Fast yet effective machine unlearning
Ayush K Tarun, Vikram S Chundawat, Murari Mandal, and
1 more author
IEEE Transactions on Neural Networks and Learning Systems, 2023
@article{tarun2023fast,title={Fast yet effective machine unlearning},author={Tarun, Ayush K and Chundawat, Vikram S and Mandal, Murari and Kankanhalli, Mohan},journal={IEEE Transactions on Neural Networks and Learning Systems},year={2023},publisher={IEEE},}
Zero-shot machine unlearning
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and
1 more author
IEEE Transactions on Information Forensics and Security, 2023
@article{chundawat2023zero,title={Zero-shot machine unlearning},author={Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Kankanhalli, Mohan},journal={IEEE Transactions on Information Forensics and Security},year={2023},publisher={IEEE},}
Can bad teaching induce forgetting? Unlearning in deep networks using an incompetent teacher
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and
1 more author
@article{chundawat2022can,title={Can bad teaching induce forgetting? Unlearning in deep networks using an incompetent teacher},author={Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Kankanhalli, Mohan},journal={AAAI Conference on Artificial Intelligence},year={2023},}
2022
A Universal Metric for Robust Evaluation of Synthetic Tabular Data
Vikram S Chundawat, Ayush K Tarun, Murari Mandal, and
2 more authors
IEEE Transactions on Artificial Intelligence, 2022
@article{chundawat2022universal,title={A Universal Metric for Robust Evaluation of Synthetic Tabular Data},author={Chundawat, Vikram S and Tarun, Ayush K and Mandal, Murari and Lahoti, Mukund and Narang, Pratik},journal={IEEE Transactions on Artificial Intelligence},year={2022},publisher={IEEE},}
