Matthew Dowling

According to our database1, Matthew Dowling authored at least 10 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2018
2019
2020
2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Meta-Dynamical State Space Models for Integrative Neural Data Analysis.
CoRR, 2024

Large-scale variational Gaussian state-space models.
CoRR, 2024

eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Real-Time Machine Learning Strategies for a New Kind of Neuroscience Experiments.
Proceedings of the 32nd European Signal Processing Conference, 2024

2023
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains.
Proceedings of the International Conference on Machine Learning, 2023

Real-time variational method for learning neural trajectory and its dynamics.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2021
Hida-Matérn Kernel.
CoRR, 2021

2020
Non-parametric generalized linear model.
CoRR, 2020

2018
Tracking of Objects in a Passive Backscattering Tag-to-Tag Network.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Improved Adaptive Importance Sampling Based on Variational Inference.
Proceedings of the 26th European Signal Processing Conference, 2018


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