A new method enhances fine-tuning efficiency and reduces memory usage for large language models.
― 5 min read
Mathematics - Optimization and Control
RSSA 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
iPOD offers a practical solution for managing data in complex simulations of PDEs.
― 6 min read
A study on effective control methods for advanced space telescopes like LUVOIR.
― 5 min read
This approach enhances solution finding in sparse problems.
― 5 min read
Examining optimization techniques for challenging convex functions in unique geometric spaces.
― 7 min read
Discover PANBB, a new method for efficient crystal structure relaxation in materials science.
― 4 min read
A new method improves thin film production efficiency in electronics and optics.
― 6 min read
Research introduces advanced methods for efficient network coverage solutions.
― 4 min read
Exploring how GMFGs model diverse interactions among agents in complex systems.
― 6 min read
This article discusses privacy and bias in predictive algorithms for sensitive data.
― 6 min read
A new weight decay method enhances sparsification in neural networks.
― 6 min read
A method using MCMC for effective negative sample generation in contrastive learning.
― 5 min read
A look at methods for managing systems influenced by time, such as heat flow.
― 6 min read
A new algorithm improves radio astronomy imaging and polarimetry techniques.
― 5 min read
CoSTA algorithm offers improved solutions for complex optimization problems with constraints.
― 4 min read
Exploring curves that minimize maximum bending between two points in various applications.
― 5 min read
Learn how differential inclusions approach complex motion challenges across various fields.
― 6 min read
A method for efficient optimization over the Stiefel manifold using low-dimensional models.
― 5 min read
Addressing electricity management challenges amid increasing bushfire threats.
― 7 min read
A new model addresses healthcare resource needs during infectious disease outbreaks considering vaccine hesitancy.
― 6 min read
A study on how agents make decisions in competitive environments using mean-field games.
― 6 min read
Research focuses on improving designs in fluid dynamics through topology optimization techniques.
― 5 min read
New methods improve distributed optimization without complex parameter settings.
― 7 min read
A new method to edit language models effectively while maintaining performance.
― 5 min read
A look into how Thompson Sampling helps decision-making under uncertainty.
― 5 min read
Learn how to control a unique robot balancing on a ball.
― 5 min read
Improved algorithms for DC programming enhance optimization in machine learning and image processing.
― 6 min read
This article clarifies the links between effective resistance and optimal transport on graphs.
― 6 min read
Robo-advisors enhance investment advice through insights into client preferences.
― 5 min read
A look at innovative approaches to complex optimization challenges.
― 5 min read
This article discusses improving electron injection efficiency at BESSY II through machine learning techniques.
― 7 min read
Learn how observer-based systems enhance control in complex technologies.
― 5 min read
Two algorithms improve decision-making for agents in competitive and cooperative environments.
― 5 min read
A look at new methods for image reconstruction in medical imaging.
― 6 min read
Renewable energy forecasting needs better coordination for efficiency and cost-effectiveness.
― 7 min read
New methods improve performance in matrix factorization using Poisson distributions.
― 7 min read