Josue Nassar
6 papers · 2019–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Taxonomy Completionist
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Hot Topic Early Bird
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Trend Setter
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Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(3)
Deep Learning
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
bayesian inference
(2)
neural representation
(2)
online learning
(1)
gibbs sampling
(1)
neural data analysis
(1)
unsupervised alignment
(1)
generative model
(1)
switching linear dynamical system
(1)
state space model
(1)
latent representation
(1)
nonlinear dynamical system
(1)
metric space
(1)
non-stationary environment
(1)
latent dynamics
(1)
adaptive memory
(1)
stochastic neural network
(1)
representational similarity
(1)
kernel methods
(1)
bayesian update
(1)
covariance spectrum
(1)
Papers
Meta-Dynamical State Space Models for Integrative Neural Data Analysis
ICLR 2025
Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
ICLR 2024
Representational Dissimilarity Metric Spaces for Stochastic Neural Networks
ICLR 2023
BAM: Bayes with Adaptive Memory
ICLR 2022
On 1/n neural representation and robustness
NeurIPS 2020
Tree-Structured Recurrent Switching Linear Dynamical Systems for Multi-Scale Modeling
ICLR 2019