A novel approach to solving convex minimization with linear constraints.
― 5 min read
Mathematics - Optimization and Control
RSSLatest Articles
Latest Articles
A look at differentially private convex optimization for data protection in machine learning.
― 6 min read
Introducing an efficient approach to tackle nonconvex optimization with nonlinear equality constraints.
― 5 min read
Researchers design materials to manage biofilm growth for various applications.
― 6 min read
A look at the benefits of local purchasing versus global options.
― 5 min read
A new framework for federated learning adapts to shifting data while ensuring privacy.
― 6 min read
A new approach balances data size and quality for better multimedia experiences.
― 4 min read
A new approach to maximize profits from battery storage in renewable energy markets.
― 6 min read
Weight normalization improves neural network training and performance, even with larger weights.
― 5 min read
A look into optimizing resource allocation in dynamic communication systems.
― 5 min read
New methods improve efficiency in solving linear complementarity problems across various fields.
― 5 min read
An overview of probability measures, random variables, and their relevance across fields.
― 6 min read
A new model addresses correlated customer arrivals to improve revenue management.
― 5 min read
Learn how stochastic optimization addresses uncertainty in various fields.
― 7 min read
A study on Hitting Set algorithms and their average performance.
― 5 min read
Managing control inputs for systems that change over time using advanced strategies.
― 5 min read
Exploring how control systems adapt to changing conditions while maintaining stability and minimizing costs.
― 4 min read
A new method improves decision-making under uncertainty in energy production.
― 5 min read
Improving signal recovery methods using advanced regularization techniques.
― 5 min read
Managing natural gas flow is key for energy efficiency and safety.
― 5 min read
New algorithms improve efficiency in complex optimization tasks, especially for machine learning.
― 5 min read
A study on effective route strategies for team orienteering problems.
― 6 min read
Examining the properties and applications of the Interception Curve on different surfaces.
― 5 min read
This article presents a novel approach to reconstructing incomplete image and video data.
― 4 min read
A new model offers a simpler way to build deep neural networks.
― 5 min read
Learn how innovative control techniques can reduce energy use in various applications.
― 5 min read
Learn how port-Hamiltonian systems model energy flow in complex applications.
― 4 min read
Examining the issue of reward collapse in large language models and potential solutions.
― 6 min read
Exploring privacy-preserving learning while tackling communication issues in federated reinforcement learning.
― 9 min read
A new method improves the efficiency of NMPC using adaptive search space strategies.
― 5 min read
A look into key concepts and applications of optimization.
― 5 min read
A fresh approach improves optimization for complex machine learning models using second-order methods.
― 6 min read
A novel approach combines NMF and SDP for effective clustering.
― 5 min read
A look at how oscillator-based machines tackle complex optimization problems.
― 5 min read
DEGAS offers efficient solutions to complex problems with variable delays.
― 5 min read
Examining KKT points in the Motzkin-Straus program reveals insights into graph structure.
― 4 min read
Discovering minimal realizations and observability in LPV systems for better control strategies.
― 6 min read
A study on optimizing actions in large groups of interacting agents.
― 9 min read
A straightforward guide on gradient descent and its optimization methods.
― 5 min read
Exploring how quantum computing can improve optimization tasks.
― 6 min read
Research proposes new neural ODEs that respect manifold constraints in robotics.
― 6 min read