Publications

You can also find my publications on my Google Scholar profile.

• Boustati, A.*, Akyildiz, Ö. D., Damoulas, T., & Johansen, A. (2020). Generalized Bayesian Filtering via Sequential Monte Carlo. Neural Information Processing Systems (NeurIPS), 2020.

• Boustati, A., Vakili, S., Hensman, J., & John, ST (2020). Amortized variance reduction for doubly stochastic objectives. In Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (UAI), PMLR volume 124.

• Richter, L., Boustati, A.*, Nüsken, N., Ruiz, F. J., Akyildiz, Ö. D. (2020). VarGrad: A Low Variance Gradient Estimator for Variational Inference. Neural Information Processing Systems (NeurIPS), 2020.

• Boustati, A., Damoulas, T., & Savage, R. S. (2019). Non-linear Multitask Learning with Deep Gaussian Processes. arXiv preprint arXiv:1905.12407.

* Joint first author