Approaches for fair resource distribution in network flows.
― 4 min read
Mathematics - Optimization and Control
RSSA look into the importance of model verification for safety in AI systems.
― 7 min read
A new method enhances model accuracy through federated learning and kernel regression.
― 5 min read
Exploring the RAMSES mission's study of the Apophis asteroid approach.
― 4 min read
A method to manage multiple agents for safe formations and collision avoidance.
― 5 min read
A look into optimizing functions with constraints for practical decision-making.
― 5 min read
A study on robust finance and pricing in uncertain markets.
― 7 min read
An overview of finding the shortest paths in graph theory with a focus on odd paths.
― 5 min read
How using historical data can enhance decision-making in uncertain environments.
― 6 min read
A new algorithm offers faster image processing while maintaining quality.
― 6 min read
A new approach to tackle complex composite optimization problems effectively.
― 6 min read
Learn how preconditioning enhances optimization methods for faster solutions.
― 5 min read
A new control method prioritizes safety in uncertain environments using innovative techniques.
― 5 min read
Explore how data-driven control systems handle uncertainty and measurement noise effectively.
― 5 min read
Effective placement of charging stations supports electric vehicle adoption and reduces emissions.
― 6 min read
A novel approach enhances stability in electricity networks amid rising renewable energy use.
― 5 min read
Explore the dynamics and challenges of the principal-agent model in business.
― 5 min read
Introducing a method to identify relationships in complex systems using graphical models.
― 7 min read
An overview of new methods for analyzing invariant measures in dynamical systems.
― 5 min read
Improving optimization through limited memory gradient techniques for better performance.
― 5 min read
Exploring high-order averaging techniques to improve hybrid system performance.
― 6 min read
A look at obstacle problems and the role of Newton differentiability in optimization.
― 5 min read
Recent research enhances our grasp of HJB equations and their applications across various fields.
― 5 min read
Exploring hybrid neural fields for efficient 3D scene representation.
― 4 min read
New methods improve safe navigation for autonomous systems through innovative control strategies.
― 5 min read
Techniques for evenly distributing robots in swarms for optimal area coverage.
― 8 min read
Examining how drones and trucks reshape delivery methods for efficiency.
― 8 min read
An overview of LQR and Kalman Filter in control systems.
― 4 min read
A look at variational inequalities and the extragradient method for efficient problem-solving.
― 5 min read
A look into how transformers use attention layers for better language processing.
― 4 min read
New methods simplify complex polynomial optimization challenges for better solutions.
― 5 min read
Learn how to control complex systems in various applications.
― 5 min read
A new method for accurately estimating CDFs amid uncertainties.
― 4 min read
Using deep learning to optimize gas-lifted oil wells improves efficiency and speeds up solutions.
― 5 min read
Learn how to minimize perimeter when dividing rectangles into smaller parts.
― 5 min read
An overview of Support Vector Machines and their applications in machine learning.
― 5 min read
Explore how treemaps present hierarchical information clearly and efficiently.
― 5 min read
Consumers play a key role in optimizing energy consumption and reducing carbon emissions.
― 5 min read
A look into Model Predictive Control and its applications in complex systems.
― 5 min read
Exploring Markov mimics and their role in stochastic processes.
― 5 min read