Businesses face challenges in facility placement with fluctuating customer demand and congestion.
― 5 min read
Mathematics - Optimization and Control
RSSLearn 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
A method to encourage safer health choices through rewards during disease outbreaks.
― 6 min read
Strategies to reduce solar curtailment and enhance battery storage profitability.
― 5 min read
Examining methods for better signal detection through integer solutions.
― 5 min read
Examining strategic interactions in feedback Stackelberg games and their real-world applications.
― 6 min read
Discover how distributed algorithms streamline resource allocation among agents.
― 5 min read
A new algorithm enhances vertex enumeration efficiency and reliability in hyperplane arrangements.
― 6 min read
SimulKnock optimizes microbial design and fermentation processes for efficient chemical production.
― 6 min read
Introducing a new algorithm for constrained bi-level optimization problems in machine learning.
― 6 min read
New techniques in photoacoustic tomography improve medical imaging and diagnosis.
― 5 min read
A method to study seabed changes using shallow water wave measurements.
― 5 min read
A look into smoothing techniques for bilevel optimization and their benefits.
― 5 min read
A new method shows variational learning can excel in training complex models.
― 5 min read
New shrinkage methods enhance Hessian estimation for machine learning optimization tasks.
― 6 min read
Exploring a new method for better decision-making in various fields.
― 6 min read
A guide to sampling methods and strategies in black-box optimization.
― 5 min read
A novel approach improves image quality in CT scans with metal implants.
― 4 min read
New algorithms enhance treatment delivery timing for better patient engagement.
― 7 min read
A look into Adam's features and its performance in training models.
― 6 min read
A look at methods for simplifying high-dimensional functions in control systems.
― 8 min read
Exploring local solutions for variational inequalities in optimization and economics.
― 6 min read
MetaOptimize improves model performance by adjusting learning settings dynamically.
― 7 min read