Explore techniques for minimizing functions using gradient methods and their applications.
― 4 min read
Mathematics - Optimization and Control
RSSLearn how the tunneling method improves multi-objective optimization solutions.
― 5 min read
An overview of flat sub-Lorentzian structures and the Martinet distribution.
― 4 min read
Introducing a new method for effective optimization in machine learning.
― 6 min read
Discover new methods for tackling complex optimization problems.
― 5 min read
A new approach to energy system modeling improves speed and flexibility.
― 5 min read
An overview of discounted pseudocosts and their role in MILP efficiency.
― 4 min read
This study investigates control methods for managing reaction-diffusion equations and their patterns.
― 5 min read
This paper discusses a method to speed up solving MINLP problems using paraboloids.
― 6 min read
Learn key steps to prepare your scientific paper for publication.
― 5 min read
Examining the shift to renewable energy and its implications for emissions reduction.
― 5 min read
A look at Stackelberg games and their implications in strategic decision-making.
― 5 min read
Research is evolving in optimal transport, focusing on efficient mass movement and new algorithms.
― 5 min read
Low-rank Kalman filters simplify state estimation for complex systems.
― 5 min read
A new method improves power sharing and stability in microgrids using inverter-based resources.
― 5 min read
A new framework for assessing and mitigating wildfire risks in California.
― 8 min read
An introduction to Sliced Wasserstein geodesics and their differences from Wasserstein geodesics.
― 5 min read
This article discusses the complexities of choosing sensors and actuators in systems.
― 6 min read
A new method improves structural design by minimizing stress effectively.
― 5 min read
A study on optimal control methods for non-smooth systems governed by elliptic PDEs.
― 6 min read
A fresh approach to energy storage pricing that benefits society.
― 6 min read
This study proves global convergence for Gradient EM in over-parameterized Gaussian Mixture Models.
― 6 min read
This study examines constraints for the repeated ReLU function in neural networks.
― 5 min read
Discover new techniques for improving image quality through advanced denoising methods.
― 6 min read
Re-thinking MDPs through geometry for efficient decision-making.
― 5 min read
This article presents a method for solving complex inclusion problems efficiently.
― 6 min read
SON-NMF offers a new approach to estimating ranks in matrix factorization.
― 5 min read
A flexible approach to tackle nonsmooth and nonconvex optimization problems effectively.
― 7 min read
Exploring the methods and challenges in controlling quantum systems for technology applications.
― 6 min read
Discover how mini-batch gradient descent improves optimization in various fields.
― 5 min read
Techniques for managing hyperparameters and model weights for improved performance.
― 4 min read
Research uses mathematical models to optimize cancer drug treatment strategies.
― 4 min read
Researchers leverage data to improve control of complex systems effectively.
― 5 min read
A look into performance-barrier event-triggered control in reaction-diffusion systems.
― 6 min read
New methods enhance privacy and communication in federated learning.
― 7 min read
Exploring recent improvements in quantum machine learning algorithms and optimization methods.
― 5 min read
Study reveals insights into in-context learning performance across various model architectures.
― 5 min read
A look into efficient methods for transporting various materials.
― 6 min read
New methods for using and charging electricity are emerging.
― 5 min read
Discover two new methods improving optimization efficiency across various fields.
― 5 min read