Matthew Dowling

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Variational Inference

Generalized Linear

Top Venues

Publications

Matthew Dowling, Yuan Zhao, Il Memming Park
Large-scale variational Gaussian state-space models. CoRR (2024)
Matthew Dowling, Yuan Zhao, Il Memming Park
Real-time variational method for learning neural trajectory and its dynamics. ICLR (2023)
Matthew Dowling, Yuan Zhao, Il Memming Park
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains. CoRR (2023)
Matthew Dowling, Yuan Zhao, Il Memming Park
Real-Time Variational Method for Learning Neural Trajectory and its Dynamics. CoRR (2023)
Matthew Dowling, Yuan Zhao, Il Memming Park
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains. ICML (2023)
Matthew Dowling, Piotr A. Sokól, Il Memming Park
Hida-Matérn Kernel. CoRR (2021)
Matthew Dowling, Yuan Zhao, Il Memming Park
Non-parametric generalized linear model. CoRR (2020)
Matthew Dowling, Josue Nassar, Petar M. Djuric, Mónica F. Bugallo
Improved Adaptive Importance Sampling Based on Variational Inference. EUSIPCO (2018)
Matthew Dowling, Mónica F. Bugallo, Samir R. Das, Petar M. Djuric
Tracking of Objects in a Passive Backscattering Tag-to-Tag Network. SPAWC (2018)