Matthew Dowling

According to our database, Matthew Dowling authored at least 8 papers between 2018 and 2024.

Collaborative distances:

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

2024

Large-scale variational Gaussian state-space models.

Matthew Dowling, Yuan Zhao, Il Memming Park

CoRR, 2024

Real-Time Machine Learning Strategies for a New Kind of Neuroscience Experiments.

Ayesha Vermani, Matthew Dowling, Hyungju Jeon, Ian D. Jordan, Josue Nassar, Yves Bernaerts, Yuan Zhao, Steven Van Vaerenbergh, Il Memming Park

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains.

Matthew Dowling, Yuan Zhao, Il Memming Park

Proceedings of the International Conference on Machine Learning, 2023

Real-time variational method for learning neural trajectory and its dynamics.

Matthew Dowling, Yuan Zhao, Il Memming Park

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021

Hida-Matérn Kernel.

Matthew Dowling, Piotr A. Sokól, Il Memming Park

CoRR, 2021

2020

Non-parametric generalized linear model.

Matthew Dowling, Yuan Zhao, Il Memming Park

CoRR, 2020

2018

Tracking of Objects in a Passive Backscattering Tag-to-Tag Network.

Matthew Dowling, Mónica F. Bugallo, Samir R. Das, Petar M. Djuric

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Improved Adaptive Importance Sampling Based on Variational Inference.

Matthew Dowling, Josue Nassar, Petar M. Djuric, Mónica F. Bugallo

Proceedings of the 26th European Signal Processing Conference, 2018