Stochastic Weight Perturbations Along the Hessian: A Plug-and-Play Method to Compute Uncertainty - researchr publication authors

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Hariharan Ravishankar, Rohan Patil, Deepa Anand, Vanika Singhal, Utkarsh Agrawal, Rahul Venkataramani, Prasad Sudhakar. Stochastic Weight Perturbations Along the Hessian: A Plug-and-Play Method to Compute Uncertainty. In Carole H. Sudre, Christian F. Baumgartner, Adrian V. Dalca, Chen Qin, Ryutaro Tanno, Koen Van Leemput, William M. Wells III, editors, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. Volume 13563 of Lecture Notes in Computer Science, pages 80-88, Springer, 2022. [doi]

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