Matthew Dowling

14 papers A* 5Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
Meta-Dynamical State Space Models for Integrative Neural Data Analysis.
ICLR
Ayesha Vermani, Josue Nassar, Hyungju Jeon, Matthew Dowling, Il Memming Park
2025 A* conf
Nonlinear multiregion neural dynamics with parametric impulse response communication channels.
ICLR
Matthew Dowling, Cristina Savin
2024 J jnl
Large-scale variational Gaussian state-space models.
CoRR
Matthew Dowling, Yuan Zhao, Il Memming Park
2024 J jnl
Meta-Dynamical State Space Models for Integrative Neural Data Analysis.
CoRR
Ayesha Vermani, Josue Nassar, Hyungju Jeon, Matthew Dowling, Il Memming Park
2024 — conf
Real-Time Machine Learning Strategies for a New Kind of Neuroscience Experiments.
EUSIPCO
Ayesha Vermani, Matthew Dowling, Hyungju Jeon, Ian D. Jordan, Josue Nassar, Yves Bernaerts, Yuan Zhao, Steven Van Vaerenbergh, Il Memming Park
2024 A* conf
eXponential FAmily Dynamical Systems (XFADS): Large-scale nonlinear Gaussian state-space modeling.
NeurIPS
Matthew Dowling, Yuan Zhao, Memming Park
2023 A* conf
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains.
ICML
Matthew Dowling, Yuan Zhao, Il Memming Park
2023 J jnl
Linear Time GPs for Inferring Latent Trajectories from Neural Spike Trains.
CoRR
Matthew Dowling, Yuan Zhao, Il Memming Park
2023 J jnl
Real-Time Variational Method for Learning Neural Trajectory and its Dynamics.
CoRR
Matthew Dowling, Yuan Zhao, Il Memming Park
2023 A* conf
Real-time variational method for learning neural trajectory and its dynamics.
ICLR
Matthew Dowling, Yuan Zhao, Il Memming Park
2021 J jnl
Hida-Matérn Kernel.
CoRR
Matthew Dowling, Piotr A. Sokól, Il Memming Park
2020 J jnl
Non-parametric generalized linear model.
CoRR
Matthew Dowling, Yuan Zhao, Il Memming Park
2018 — conf
Improved Adaptive Importance Sampling Based on Variational Inference.
EUSIPCO
Matthew Dowling, Josue Nassar, Petar M. Djuric, Mónica F. Bugallo
2018 — conf
Tracking of Objects in a Passive Backscattering Tag-to-Tag Network.
SPAWC
Matthew Dowling, Mónica F. Bugallo, Samir R. Das, Petar M. Djuric