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Ayman Boustati
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VarGrad: a low-variance gradient estimator for variational inference
L Richter, A Boustati, N Nüsken, FJR Ruiz, ÖD Akyildiz
Advances in Neural Information Processing Systems 33, 2020
112020
Generalised Bayesian Filtering via Sequential Monte Carlo
A Boustati, ÖD Akyildiz, T Damoulas, AM Johansen
Advances in Neural Information Processing Systems 33, 2020
102020
Non-linear Multitask Learning with Deep Gaussian Processes
A Boustati, T Damoulas, RS Savage
arXiv preprint arXiv:1905.12407, 2019
8*2019
Transfer learning with causal counterfactual reasoning in Decision Transformers
A Boustati, H Chockler, DC McNamee
arXiv preprint arXiv:2110.14355, 2021
22021
Amortized variance reduction for doubly stochastic objective
A Boustati, S Vakili, J Hensman, ST John
Conference on Uncertainty in Artificial Intelligence, 61-70, 2020
22020
Computational inference system
A Boustati, S John, S Vakili, J Hensman
US Patent App. 16/984,824, 2021
2021
Compositionality, Stability and Robustness in Probabilistic Machine Learning
A Boustati
University of Warwick, 2021
2021
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