Hugo Soulat

According to our database, Hugo Soulat authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Unsupervised representation learning with recognition-parametrised probabilistic models.

William I. Walker, Hugo Soulat, Changmin Yu, Maneesh Sahani

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Unsupervised representational learning with recognition-parametrised probabilistic models.

William I. Walker, Hugo Soulat, Changmin Yu, Maneesh Sahani

CoRR, 2022

Amortised Inference in Structured Generative Models with Explaining Away.

Changmin Yu, Hugo Soulat, Neil Burgess, Maneesh Sahani

CoRR, 2022

Structured Recognition for Generative Models with Explaining Away.

Changmin Yu, Hugo Soulat, Neil Burgess, Maneesh Sahani

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Probabilistic Tensor Decomposition of Neural Population Spiking Activity.

Hugo Soulat, Sepiedeh Keshavarzi, Troy W. Margrie, Maneesh Sahani

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2019

Multitaper Infinite Hidden Markov Model for EEG.

Andrew H. Song, Leon Chlon, Hugo Soulat, John Tauber, Sandya Subramanian, Demba E. Ba, Michael J. Prerau

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference.

Leon Chlon, Andrew H. Song, Sandya Subramanian, Hugo Soulat, John Tauber, Demba E. Ba, Michael J. Prerau

CoRR, 2018