DeepSleepNet-Lite: A Simplified Automatic Sleep Stage Scoring Model With Uncertainty Estimates
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May 3, 2023 - Python
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model-uncertainty
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CoMoMo combines multiple mortality forecasts using different model combinations. See more from the paper here https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3823511
rstudio cross-validation combination longevity stacked-ensembles mortality-forecasting model-uncertainty human-mortality-database age-period-cohort-models
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Sep 14, 2022 - R
"Deep Neural Networks for Stochastic Commodity Price Forecasting under Model Uncertainty: Applications to Industrial Cost Reduction." Code for academic article for publication
deep-neural-networks deep-learning monte-carlo-dropout commodity-trading model-uncertainty price-forecasting
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Apr 27, 2025
Multivariable control strategy for a reactor system, efficient global solution method for a reaction system and rocket, solution methods for two approximate formulations of the Bayesian optimal experiment design (OED) problem, optimal control approach for a cold plasma system.
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Feb 7, 2024 - MATLAB
Key uncertainties and modeling needs for managing living marine resources in the future Arctic
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Sep 7, 2024 - R
Monty Hall Particle Filter implementation
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Apr 11, 2025 - Scala
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