A new approach to improve prediction reliability in machine learning.
― 6 min read
Computer Science - Machine Learning
RSSA new method improves the search for mathematical expressions from data.
― 5 min read
Introducing a new method for Bayesian neural networks that improves uncertainty modeling.
― 7 min read
Exploring the potential of KAHMs in federated learning for improved privacy and efficiency.
― 5 min read
A novel approach to shape classification using graph-based techniques.
― 6 min read
Examining how invariance impacts model performance in transfer learning.
― 5 min read
This method improves data selection in Bayesian optimization, enhancing efficiency and outcomes.
― 5 min read
A novel graph-based method improves multi-object tracking accuracy and efficiency.
― 6 min read
Examine various jailbreak attacks on language models and their defenses.
― 6 min read
New techniques improve training speeds for deep learning recommendation models.
― 5 min read
T-Hop framework leverages path information for better predictions in drug discovery.
― 4 min read
Examining the role of dropout techniques in improving fairness in DNNs.
― 5 min read
A new approach enhances the accuracy of language model evaluations.
― 7 min read
New approach enhances Knowledge Graph Completion efficiency amid data challenges.
― 6 min read
This article explores overparameterization and its impact on model training efficiency.
― 6 min read
A new approach to improve traffic routing and reduce congestion in urban areas.
― 6 min read
This study evaluates survival analysis techniques using simple datasets with missing data.
― 5 min read
Helios offers a low-power gesture recognition system for smart eyewear.
― 6 min read
This paper explores ways to better assess model calibration and predictive accuracy.
― 5 min read
Exploring threats to DRL systems in cyber-physical energy management.
― 6 min read
A new approach enhances Federated Learning by generating synthetic data while protecting privacy.
― 6 min read
Discover how random subspaces improve model generalization in machine learning.
― 5 min read
This study examines how network layout affects decentralized federated learning amidst Byzantine threats.
― 5 min read
A new benchmark tests AI models on complex math problems.
― 7 min read
A new method improves image and video processing efficiency.
― 5 min read
A new method improves the accuracy of AI models in medical diagnosis.
― 8 min read
A new framework aims to improve accuracy in power system security evaluations.
― 5 min read
Exploring fKANs and their impact on machine learning performance.
― 6 min read
This study examines variational inference using fixed-variance Gaussian mixtures.
― 6 min read
pFedDIL improves machine learning by retaining knowledge while adapting to new tasks.
― 6 min read
This article explores predicting dynamic behaviors using machine learning and deep learning.
― 7 min read
A new method enhances LoRA efficiency and performance in training large models.
― 7 min read
Exploring new methods to improve video game testing through automation and AI.
― 5 min read
Improving trust and compliance in language models through accurate source attribution.
― 6 min read
A new algorithm enhances decision-making in multi-agent environments with limited visibility.
― 6 min read
This study analyzes machine learning models to enhance Bitcoin trading strategies.
― 8 min read
A new model enhances communication for individuals with disabilities using speech recognition and Morse code.
― 5 min read
SAC-BBF combines SAC and Rainbow for better learning in discrete action spaces.
― 6 min read
Insights on optimizing business processes using AI and ML.
― 8 min read
CGRclust offers an innovative method for classifying DNA sequences without prior labels.
― 7 min read
