Ayman Boustati

According to our database, Ayman Boustati authored at least 8 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

eCat: An End-to-End Model for Multi-Speaker TTS & Many-to-Many Fine-Grained Prosody Transfer.

Ammar Abbas, Sri Karlapati, Bastian Schnell, Penny Karanasou, Marcel Granero Moya, Amith Nagaraj, Ayman Boustati, Nicole Peinelt, Alexis Moinet, Thomas Drugman

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2021

Transfer learning with causal counterfactual reasoning in Decision Transformers.

Ayman Boustati, Hana Chockler, Daniel C. McNamee

CoRR, 2021

2020

Amortized variance reduction for doubly stochastic objectives.

Ayman Boustati, Sattar Vakili, James Hensman, S. T. John

CoRR, 2020

Generalized Bayesian Filtering via Sequential Monte Carlo.

Ayman Boustati, Ömer Deniz Akyildiz, Theodoros Damoulas, Adam M. Johansen

CoRR, 2020

Amortized variance reduction for doubly stochastic objective.

Ayman Boustati, Sattar Vakili, James Hensman, S. T. John

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

VarGrad: A Low-Variance Gradient Estimator for Variational Inference.

Lorenz Richter, Ayman Boustati, Nikolas Nüsken, Francisco J. R. Ruiz, Ömer Deniz Akyildiz

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Generalised Bayesian Filtering via Sequential Monte Carlo.

Ayman Boustati, Ömer Deniz Akyildiz, Theodoros Damoulas, Adam M. Johansen

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Multi-task Learning in Deep Gaussian Processes with Multi-kernel Layers.

Ayman Boustati, Richard S. Savage

CoRR, 2019