New methods improve stability of control systems under uncertain conditions.
― 8 min read
Mathematics - Optimization and Control
RSSDiscover a method for decentralized optimization that protects user data while improving efficiency.
― 5 min read
Using electric vehicles to provide power to telecom base stations in outages.
― 6 min read
A novel approach to managing interconnected nonlinear systems for improved stability and performance.
― 5 min read
A method for improving multi-task decision-making and robustness.
― 6 min read
This article discusses techniques in optimal control for dynamic systems described by hyperbolic equations.
― 6 min read
Innovative algorithms improve sensor selection in resource-constrained environments.
― 6 min read
An overview of policy gradient methods in reinforcement learning.
― 5 min read
A new framework enhances optimization algorithms using data-driven learning techniques.
― 7 min read
Techniques improve how we select biomarkers for biological systems.
― 6 min read
A new method enhances recovery of information from noisy measurements in various fields.
― 7 min read
A look at local energy sharing in semi-rural areas.
― 7 min read
Exploring the two-timescale Q-learning algorithm in mean field reinforcement learning.
― 7 min read
A new approach combines model-based and model-free strategies for better system performance.
― 6 min read
A new method improves design optimization in complex fields.
― 4 min read
A new method for portfolio optimization focusing on efficiency and risk management.
― 6 min read
An analysis of SGD behavior in machine learning with insights on eigenvalues and training stability.
― 6 min read
Research focuses on active systems to reduce aerodynamic drag in cars.
― 6 min read
This article examines crowd behavior and strategies for effective management.
― 5 min read
Introducing new methods for complex optimization problems on curved spaces.
― 7 min read
Introducing innovative algorithms for complex optimization challenges.
― 7 min read
Exploring the role of gradient descent in stochastic optimization and its implications for sample size.
― 6 min read
Strategies for better decision-making when facing uncertain outcomes.
― 6 min read
This paper examines how technology can enhance city transportation options.
― 8 min read
A look into neural collapse and its impact on deep learning models.
― 7 min read
Researchers improve methods for identifying hidden shapes using boundary measurements.
― 6 min read
Explores the link between discrete control systems and deep learning techniques.
― 6 min read
Examining solutions to enhance auction markets and their efficiency for all traders.
― 7 min read
Analyzing the significance of graph Laplacians in connectivity and structure.
― 6 min read
Exploring how inexact policy iteration aids decision-making in uncertain environments.
― 5 min read
A new method improves efficiency and fairness in warehouse picking operations with robots.
― 6 min read
A new method improves quality in additive manufacturing by optimizing design and build order.
― 6 min read
New methods enhance understanding of impedance in unbalanced low-voltage networks.
― 6 min read
Introducing a new method to improve decision-making in uncertain power operations.
― 6 min read
Learn how to identify linear systems that change behaviors based on data.
― 6 min read
A new method enhances fine-tuning efficiency and reduces memory usage for large language models.
― 5 min read
A method to enhance optimization on curved spaces with inexact calculations.
― 6 min read
A novel method for agents to optimize performance while ensuring constraints are met.
― 6 min read
A new method enhances image quality in autoencoders through dynamic optimal transport.
― 6 min read
This article discusses a simplified method for optimal control using state information.
― 7 min read