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Siddharth Swaroop
Siddharth Swaroop
Verified email at cam.ac.uk - Homepage
Title
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Cited by
Year
Practical deep learning with Bayesian principles
K Osawa, S Swaroop, MEE Khan, A Jain, R Eschenhagen, RE Turner, ...
Advances in neural information processing systems 32, 2019
1442019
Continual deep learning by functional regularisation of memorable past
P Pan, S Swaroop, A Immer, R Eschenhagen, R Turner, MEE Khan
Advances in Neural Information Processing Systems 33, 4453-4464, 2020
512020
Improving and understanding variational continual learning
S Swaroop, CV Nguyen, TD Bui, RE Turner
arXiv preprint arXiv:1905.02099, 2019
412019
Partitioned variational inference: A unified framework encompassing federated and continual learning
TD Bui, CV Nguyen, S Swaroop, RE Turner
arXiv preprint arXiv:1811.11206, 2018
302018
Generalized variational continual learning
N Loo, S Swaroop, RE Turner
arXiv preprint arXiv:2011.12328, 2020
172020
Efficient low rank gaussian variational inference for neural networks
M Tomczak, S Swaroop, R Turner
Advances in Neural Information Processing Systems 33, 4610-4622, 2020
112020
Neural network ensembles and variational inference revisited
MB Tomczak, S Swaroop, RE Turner
102018
Collapsed variational bounds for bayesian neural networks
M Tomczak, S Swaroop, A Foong, R Turner
Advances in Neural Information Processing Systems 34, 25412-25426, 2021
42021
Knowledge-adaptation priors
MEE Khan, S Swaroop
Advances in Neural Information Processing Systems 34, 19757-19770, 2021
3*2021
Differentially private federated variational inference
M Sharma, M Hutchinson, S Swaroop, A Honkela, RE Turner
arXiv preprint arXiv:1911.10563, 2019
32019
Understanding Expectation Propagation
S Swaroop, RE Turner
Technical report, University of Cambridge, May 2017. URL https://github. com …, 2017
12017
Partitioned Variational Inference: A framework for probabilistic federated learning
M Ashman, TD Bui, CV Nguyen, E Markou, A Weller, S Swaroop, ...
arXiv preprint arXiv:2202.12275, 2022
2022
Combining Variational Continual Learning with FiLM Layers
N Loo, S Swaroop, RE Turner
2020
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