Siddharth Swaroop
Siddharth Swaroop
Verified email at cam.ac.uk - Homepage
Title
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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, 4287-4299, 2019
372019
Improving and understanding variational continual learning
S Swaroop, CV Nguyen, TD Bui, RE Turner
arXiv preprint arXiv:1905.02099, 2019
182019
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
102018
Neural network ensembles and variational inference revisited
MB Tomczak, S Swaroop, RE Turner
52018
Continual Deep Learning by Functional Regularisation of Memorable Past
P Pan, S Swaroop, A Immer, R Eschenhagen, RE Turner, ME Khan
arXiv preprint arXiv:2004.14070, 2020
22020
Understanding Expectation Propagation
S Swaroop, RE Turner
Technical report, University of Cambridge, May 2017. URL https://github. com …, 2017
12017
Combining Variational Continual Learning with FiLM Layers
N Loo, S Swaroop, RE Turner
2020
Efficient Low Rank Gaussian Variational Inference for Neural Networks
M Tomczak, S Swaroop, R Turner
Advances in Neural Information Processing Systems 33, 2020
2020
Differentially Private Federated Variational Inference
M Sharma, M Hutchinson, S Swaroop, A Honkela, RE Turner
arXiv preprint arXiv:1911.10563, 2019
2019
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