TAG: Task-based Accumulated Gradients for Lifelong learning.
Authors : Pranshu Malviya, Balaraman Ravindran, Sarath Chandar Appeared in Conference on Lifelong Learning Agents, CoLLAs 2022, 22-24 August 2022, McGill University, Montral, Qubec, Canada., Proceedings of Machine Learning Research, Vol 199, pp.366-389, Aug 2022
A Causal Approach for Unfair Edge Prioritization and Discrimination Removal.
Authors : Pavan Ravishankar, Pranshu Malviya, Balaraman Ravindran Appeared in Asian Conference on Machine Learning, ACML 2021, 17-19 November 2021, Virtual Event. (ACML 2021) ,Proceedings of Machine Learning Research, Vol 157, pp.518-533, Nov 2021