Josue Nassar

17 papers A* 5Misc 1Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Imputation of Unknown Missingness in Sparse Electronic Health Records.
CoRR
Jun Han, Josue Nassar, Sanjit Singh Batra, Aldo Córdova-Palomera, Vijay S. Nori, Robert E. Tillman
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
2024 A* conf
Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data.
ICLR
Ayesha Vermani, Il Memming Park, Josue Nassar
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
2023 A* conf
Representational Dissimilarity Metric Spaces for Stochastic Neural Networks.
ICLR
Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams
2023 J jnl
Streaming Variational Monte Carlo.
IEEE Trans. Pattern Anal. Mach. Intell.
Yuan Zhao, Josue Nassar, Ian D. Jordan, Mónica F. Bugallo, Il Memming Park
2022 A* conf
BAM: Bayes with Adaptive Memory.
ICLR
Josue Nassar, Jennifer Rogers Brennan, Ben Evans, Kendall Lowrey
2022 J jnl
BAM: Bayes with Adaptive Memory.
CoRR
Josue Nassar, Jennifer Brennan, Ben Evans, Kendall Lowrey
2022 J jnl
Representational dissimilarity metric spaces for stochastic neural networks.
CoRR
Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams
2020 A* conf
On 1/n neural representation and robustness.
NeurIPS
Josue Nassar, Piotr A. Sokól, SueYeon Chung, Kenneth D. Harris, Il Memming Park
2020 J jnl
On 1/n neural representation and robustness.
CoRR
Josue Nassar, Piotr Aleksander Sokól, SueYeon Chung, Kenneth D. Harris, Il Memming Park
2019 J jnl
Streaming Variational Monte Carlo.
CoRR
Yuan Zhao, Josue Nassar, Ian D. Jordan, Mónica F. Bugallo, Il Memming Park
2019 — conf
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling.
ICLR (Poster)
Josue Nassar, Scott W. Linderman, Mónica F. Bugallo, 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 Misc conf
Learning Structured Neural Dynamics From Single Trial Population Recording.
ACSSC
Josue Nassar, Scott W. Linderman, Yuan Zhao, Mónica F. Bugallo, Il Memming Park
2018 J jnl
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling.
CoRR
Josue Nassar, Scott W. Linderman, Mónica F. Bugallo, Il Memming Park