This article discusses a new method for optimizing machine learning models.
― 4 min read
Mathematics - Optimization and Control
RSSThis article discusses the cosine measure's application to subspaces in optimization.
― 5 min read
This article discusses the essential aspects of constrained reinforcement learning and its real-world applications.
― 4 min read
This study enhances distributed learning through effective use of weighted updates in Error Feedback.
― 6 min read
New methods in distributed optimization improve efficiency and privacy in data-driven decision-making.
― 6 min read
Examining how uniqueness aids in solving convex optimization problems.
― 4 min read
Exploring decision-making in uncertain environments to minimize costs.
― 6 min read
A fresh approach improves accuracy in solving complex SDP challenges.
― 6 min read
New method improves efficiency in solving complex partial differential equations using neural networks.
― 7 min read
A closer look at the balance of depth and width in neural ODEs.
― 6 min read
A look at mini-batch stochastic subgradient method in optimization.
― 5 min read
A guide to optimization, its types, challenges, and practical uses across various fields.
― 5 min read
This article introduces a new method to improve stability in real-time control systems.
― 6 min read
CGPO enhances decision-making in uncertain scenarios with mixed actions.
― 7 min read
A new approach improves control systems analysis using set-valued analysis.
― 5 min read
Learn about maintenance strategies to keep systems running efficiently.
― 6 min read
New methods enhance solving Riccati equations for robust control applications.
― 5 min read
This article examines the economic viability of long-duration energy storage systems in California.
― 7 min read
Two methods for recovering ocean wave profiles from seabed measurements are compared.
― 7 min read
Learn how businesses can reduce costs and impact through renewable energy.
― 5 min read
Exploring methods for teamwork among agents in optimization and games over networks.
― 7 min read
Businesses face challenges in facility placement with fluctuating customer demand and congestion.
― 5 min read
Learn how SGD with Clipping enhances gradient estimation in noisy data environments.
― 4 min read
Study shows how noise can ensure unique solutions in mean field games.
― 7 min read
A streamlined approach to solving multi-objective optimization problems using utility functions.
― 5 min read
A method to estimate blood flow parameters using advanced imaging data.
― 7 min read
Explore how stochastic algorithms enhance imaging and optimization in science.
― 5 min read
Exploring piecewise-constant lifting for improved integer programming solutions.
― 6 min read
New methods aim to enhance vehicle control in connected and automated platoons.
― 7 min read
Exploring transfer learning in quantum algorithms for improved problem-solving.
― 5 min read
Using machine learning to enhance dynamic system control through Lie groups.
― 5 min read
A new method enhances image quality in Magnetic Particle Imaging.
― 9 min read
This method creates realistic explanations for AI decisions in finance and healthcare.
― 7 min read
New methods enhance optimization without relying on Lipschitz continuity.
― 6 min read
A new view on algorithms as dynamic entities interacting with the world.
― 5 min read
Analyzing the complications of extrapolating completely monotone functions amid noisy data.
― 6 min read
Innovative techniques to improve optimization performance in the presence of noise.
― 6 min read
A new approach to appointment scheduling that prioritizes customer waiting time.
― 5 min read
This article explores methods to improve magnetic fields in toroidal domains for nuclear fusion applications.
― 3 min read
This article discusses a new method for enhancing Extreme Learning Machines in various applications.
― 5 min read