A new method for integrating temporal logic into AI systems.
― 7 min read
Cutting edge science explained simply
A new method for integrating temporal logic into AI systems.
― 7 min read
A new method enhances graph predictions with reliable uncertainty estimates.
― 6 min read
Techniques for refining data in machine learning for better efficiency and accuracy.
― 6 min read
PLCP offers reliable prediction sets across diverse populations, enhancing decision-making.
― 5 min read
A look at how UHAT models process data sequences effectively.
― 6 min read
A digital twin simulates hydrogen combustor behavior to improve gas turbine stability.
― 5 min read
Introducing a new method to enhance state space models in dynamic systems.
― 6 min read
A new method to improve predictive models using uncertain data.
― 7 min read
A new model for predicting links in dynamic graphs with clear explanations.
― 8 min read
Introducing a framework to quantify uncertainty in predictive models, especially in complex data spaces.
― 6 min read
A new method combines deep learning with polynomial techniques for improved function approximations.
― 6 min read
A new method for better economic predictions using latent factors and kernel techniques.
― 5 min read
A new method enhances healthcare predictions using external data sources.
― 6 min read
This paper discusses how WALS enhances predictions in count data analysis.
― 7 min read
New methods improve Kalman filtering efficiency and uncertainty estimates in high-dimensional settings.
― 7 min read
Introducing Chimera, a new model for multivariate time series data analysis.
― 6 min read
Exploring the role of machine learning in predicting material behaviors and challenges faced.
― 5 min read
Learn how resampling techniques improve the stability of statistical findings.
― 6 min read
A method using SGVMD and LSTM to enhance sales prediction accuracy.
― 6 min read
This article discusses methods for creating narrow prediction intervals in changing data conditions.
― 6 min read
A new MCMC method improves efficiency in complex data analysis.
― 6 min read
A look into how links form and evolve in social networks.
― 7 min read
A look at PCR's role in analyzing high-dimensional datasets.
― 6 min read
A new framework for creating reliable and accurate machine learning classifiers.
― 6 min read
This study explores the impact of predictions on individual actions and outcomes.
― 7 min read
A look at regularized algorithms and their impact on machine learning performance.
― 6 min read
A new method improves data learning by maintaining prior information.
― 6 min read
New methods enhance prediction accuracy and fairness in healthcare outcomes.
― 6 min read
Leveraging language models improves predictions for tabular data across various fields.
― 6 min read
A study comparing HAR model and machine learning in stock volatility forecasting.
― 8 min read
Exploring the benefits of repeated data in training neural networks.
― 5 min read
Exploring the role of transformers in predicting sequential data outcomes.
― 7 min read
Stagewise boosting distributional regression improves analysis of complex data.
― 6 min read
Using search data to predict car sales and flu rates.
― 8 min read
A new approach to enhance model safety through prediction rejection.
― 6 min read
New method improves reliability in measuring uncertainty in predictive models.
― 7 min read
Data balancing is crucial for fairness and accuracy in machine learning models.
― 7 min read
Learn about vortex-induced vibration and its impact on structures in fluid environments.
― 6 min read
Explore how MPC manages uncertainty and model accuracy for effective control.
― 6 min read
New algorithms improve online linear regression for dynamic environments.
― 5 min read