Josue Nassar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Variational Inference

Importance Sampling

Similarity Searching

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Ayesha Vermani, Il Memming Park, Josue Nassar
Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data. ICLR (2024)
Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams
Representational Dissimilarity Metric Spaces for Stochastic Neural Networks. ICLR (2023)
Yuan Zhao, Josue Nassar, Ian D. Jordan, Mónica F. Bugallo, Il Memming Park
Streaming Variational Monte Carlo. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Lyndon R. Duong, Jingyang Zhou, Josue Nassar, Jules Berman, Jeroen Olieslagers, Alex H. Williams
Representational dissimilarity metric spaces for stochastic neural networks. CoRR (2022)
Josue Nassar, Jennifer Brennan, Ben Evans, Kendall Lowrey
BAM: Bayes with Adaptive Memory. CoRR (2022)
Josue Nassar, Jennifer Rogers Brennan, Ben Evans, Kendall Lowrey
BAM: Bayes with Adaptive Memory. ICLR (2022)
Josue Nassar, Piotr A. Sokól, SueYeon Chung, Kenneth D. Harris, Il Memming Park
On 1/n neural representation and robustness. NeurIPS (2020)
Josue Nassar, Piotr Aleksander Sokól, SueYeon Chung, Kenneth D. Harris, Il Memming Park
On 1/n neural representation and robustness. CoRR (2020)
Yuan Zhao, Josue Nassar, Ian D. Jordan, Mónica F. Bugallo, Il Memming Park
Streaming Variational Monte Carlo. CoRR (2019)
Josue Nassar, Scott W. Linderman, Mónica F. Bugallo, Il Memming Park
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling. ICLR (Poster) (2019)
Josue Nassar, Scott W. Linderman, Mónica F. Bugallo, Il Memming Park
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling. CoRR (2018)
Matthew Dowling, Josue Nassar, Petar M. Djuric, Mónica F. Bugallo
Improved Adaptive Importance Sampling Based on Variational Inference. EUSIPCO (2018)
Josue Nassar, Scott W. Linderman, Yuan Zhao, Mónica F. Bugallo, Il Memming Park
Learning Structured Neural Dynamics From Single Trial Population Recording. ACSSC (2018)