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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
2962019
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
1532020
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
712018
Generalized variational continual learning
N Loo, S Swaroop, RE Turner
International Conference on Learning Representations, 2021
702021
Improving and understanding variational continual learning
S Swaroop, CV Nguyen, TD Bui, RE Turner
arXiv preprint arXiv:1905.02099, 2019
652019
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
342020
Knowledge-adaptation priors
MEE Khan, S Swaroop
Advances in neural information processing systems 34, 19757-19770, 2021
262021
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
172021
Neural network ensembles and variational inference revisited
MB Tomczak, S Swaroop, RE Turner
162018
Partitioned variational inference: A framework for probabilistic federated learning
M Ashman, TD Bui, CV Nguyen, S Markou, A Weller, S Swaroop, ...
arXiv preprint arXiv:2202.12275, 2022
132022
Towards Optimizing Human-Centric Objectives in AI-Assisted Decision-Making With Offline Reinforcement Learning
Z Buçinca, S Swaroop, AE Paluch, SA Murphy, KZ Gajos
arXiv preprint arXiv:2403.05911, 2024
122024
Accuracy-Time Tradeoffs in AI-Assisted Decision Making under Time Pressure
S Swaroop, Z Buçinca, KZ Gajos, F Doshi-Velez
Proceedings of the 29th International Conference on Intelligent User …, 2024
112024
Soft prompting might be a bug, not a feature
L Bailey, G Ahdritz, A Kleiman, S Swaroop, F Doshi-Velez, W Pan
82023
Differentially private federated variational inference
M Sharma, M Hutchinson, S Swaroop, A Honkela, RE Turner
arXiv preprint arXiv:1911.10563, 2019
82019
Modeling mobile health users as reinforcement learning agents
E Shin, S Swaroop, W Pan, S Murphy, F Doshi-Velez
arXiv preprint arXiv:2212.00863, 2022
52022
Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks
E Nofshin, S Swaroop, W Pan, S Murphy, F Doshi-Velez
arXiv preprint arXiv:2401.14923, 2024
32024
Improving Continual Learning by Accurate Gradient Reconstructions of the Past
E Daxberger, S Swaroop, K Osawa, R Yokota, RE Turner, ...
Transactions on Machine Learning Research, 2023
32023
Discovering User Types: Mapping User Traits by Task-Specific Behaviors in Reinforcement Learning
LL Ankile, BS Ham, K Mao, E Shin, S Swaroop, F Doshi-Velez, W Pan
arXiv preprint arXiv:2307.08169, 2023
32023
Contrastive explanations that anticipate human misconceptions can improve human decision-making skills
Z Buçinca, S Swaroop, AE Paluch, F Doshi-Velez, KZ Gajos
arXiv preprint arXiv:2410.04253, 2024
22024
Lifelong Learning for Deep Neural Networks with Bayesian Principles
CV Nguyen, S Swaroop, TD Bui, Y Li, RE Turner
Towards Human Brain Inspired Lifelong Learning, 51-72, 2024
22024
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