Latest Articles for Optimization

Exploring the use of quantum computing for efficient mRNA optimization in medicine.

A look at local energy sharing in semi-rural areas.

DOF-GS improves image clarity and allows creative depth of field effects.

A new method enhances safety in reinforcement learning through risk management.

Introducing innovative algorithms for complex optimization challenges.

A new approach to enhance array performance in programming.

New method shows promise in solving complex combinatorial challenges.

Exploring the design and potential of reconfigurable intelligent surfaces in wireless systems.

Learn how Bayesian Last Layer quantifies uncertainty in machine learning predictions.

A new framework integrates wind factors into AAM scheduling and fleet management.

A new method improves quality in additive manufacturing by optimizing design and build order.

SDPRLayer improves robot learning through effective optimization methods.

New methods using machine learning enhance transition state optimization in chemical reactions.

Researchers reveal methods for faster transitions in quantum systems while ensuring stability.

A new system enhances query performance by addressing selectivity estimate issues.

New methods help find integrable systems using machine learning and human expertise.

Local minima and barren plateaus hinder quantum algorithm training.

A method for efficient optimization over the Stiefel manifold using low-dimensional models.

Exploring integrated sensing and communication for enhanced wireless technology in various applications.

HesScale improves efficiency in machine learning by estimating the Hessian diagonal.

DarsakX enables improved design and analysis for X-ray telescopes.

A new method improves optimization of black-box simulators in various fields.

New approach improves efficiency in solving complex problems across various fields.

New methods improve performance in matrix factorization using Poisson distributions.

A new method enhances protein functions for industry and medicine.

New techniques enhance performance of navigational graph queries, speeding up evaluations.

GSDO optimizes complex problems without needing derivatives.

Research introduces a systematic method for pruning large language models efficiently.

Introducing a new adaptive stepsize method to improve optimization efficiency.

Improving wave energy tech through innovative design and optimization techniques.

Research focuses on improving energy state preparation in quantum systems using control pulses.

New methods combine linear block codes and neural networks for better data transmission.

New methods improve quantum control, overcoming challenges in managing complex systems.

FALCON identifies fine categories using broad labels without needing detailed supervision.

Addressing the cold start problem with new profiling techniques for better app performance.

This article discusses how machine learning aids in designing microstructured materials.

Freya PAGE improves efficiency in distributed computing with uneven computer speeds.

This new model improves diffusion predictions and analysis through energy dynamics.

ROVER simplifies RTL design by automating complex optimization processes.

Introducing a flexible method for learning rates that enhances model performance without preset schedules.