Follow
Siddharth Swaroop
Siddharth Swaroop
Postdoctoral Fellow, Harvard University
Verified email at seas.harvard.edu - Homepage
Title
Cited by
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
1762019
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
702020
Improving and understanding variational continual learning
S Swaroop, CV Nguyen, TD Bui, RE Turner
arXiv preprint arXiv:1905.02099, 2019
482019
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
442018
Generalized variational continual learning
N Loo, S Swaroop, RE Turner
arXiv preprint arXiv:2011.12328, 2020
292020
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
152020
Neural network ensembles and variational inference revisited
MB Tomczak, S Swaroop, RE Turner
122018
Knowledge-adaptation priors
MEE Khan, S Swaroop
Advances in Neural Information Processing Systems 34, 19757-19770, 2021
9*2021
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
72021
Differentially private federated variational inference
M Sharma, M Hutchinson, S Swaroop, A Honkela, RE Turner
arXiv preprint arXiv:1911.10563, 2019
42019
Understanding Expectation Propagation
S Swaroop, RE Turner
Technical report, University of Cambridge, May 2017. URL https://github. com …, 2017
22017
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
12022
Combining variational continual learning with FiLM layers
N Loo, S Swaroop, RE Turner
4th Lifelong Machine Learning Workshop at ICML 2020, 2020
12020
Differentially private partitioned variational inference
MA Heikkilä, M Ashman, S Swaroop, RE Turner, A Honkela
arXiv preprint arXiv:2209.11595, 2022
2022
Probabilistic Continual Learning using Neural Networks
S Swaroop
University of Cambridge, 2022
2022
Improving Continual Learning by Accurate Gradient Reconstructions of the Past
E Daxberger, S Swaroop, K Osawa, R Yokota, RE Turner, ...
The system can't perform the operation now. Try again later.
Articles 1–16