Exploring federated learning and unlearning for user privacy and model integrity.
― 4 min read
Computer Science - Machine Learning
RSSA new approach to ensure fairness in cognitive diagnosis using sensitive information.
― 7 min read
A method to improve analysis of distributed, high-dimensional data in various fields.
― 6 min read
Exploring the benefits of rule sets for ethical predictive modeling.
― 7 min read
Neural networks improve efficiency and accuracy in radiation transport simulations.
― 6 min read
Study explores methods for adapting AI text for language learners.
― 4 min read
Uncovering the risks posed by backdoor attacks on intelligent systems.
― 5 min read
Exploring strategies to improve Graph Neural Networks and tackle oversmoothing challenges.
― 6 min read
This research focuses on enhancing GNNs using self-supervised learning and feature alignment.
― 5 min read
A new framework improves pruning methods for large language models without retraining.
― 5 min read
A new method enhances image classification using detailed textual descriptions.
― 7 min read
Introducing a method to fine-tune LLMs on low-resource devices.
― 5 min read
A method to enhance WiFi positioning accuracy by filling in missing signal data.
― 6 min read
New method improves detection of faults in changing industrial environments.
― 12 min read
FPN-fusion offers efficient and accurate predictions for time series data.
― 7 min read
This study examines the use of AI in analyzing student answers in biology education.
― 6 min read
A new method combines explainability with privacy in clustering for better data insights.
― 6 min read
FreeShap improves instance attribution for language models, boosting reliability and efficiency.
― 6 min read
A study on improving federated learning models for devices with limited resources.
― 5 min read
StackSight transforms WebAssembly into readable C++ code using AI techniques.
― 5 min read
This article reviews how language models perform in spatial reasoning tasks.
― 7 min read
A method to balance accuracy and cost in image classification models.
― 9 min read
Introducing SGBD: a technique to improve Bayesian sampling efficiency.
― 7 min read
New methods like PromptFix help secure language models from hidden threats.
― 5 min read
Combining neural networks and symbolic reasoning for advanced AI capabilities.
― 7 min read
This study assesses the forecasting abilities of language models compared to humans.
― 8 min read
This article introduces methods to optimize evaluations considering switching costs in Bayesian Optimization.
― 5 min read
A new approach enhances language model alignment using limited human-annotated data.
― 4 min read
A new method combines strategies to improve fairness in crime predictions.
― 6 min read
This article clarifies the links between effective resistance and optimal transport on graphs.
― 6 min read
A new method improves visual data representation using tensor networks.
― 5 min read
Combining machine learning and traditional models to enhance weather prediction accuracy.
― 7 min read
A new method enhances the alignment and safety of large language models.
― 6 min read
New methods improve Kalman filtering efficiency and uncertainty estimates in high-dimensional settings.
― 7 min read
Researchers utilize self-supervised learning to improve speech decoding from brain activity.
― 7 min read
A new method sheds light on how language models remember training data.
― 8 min read
A new method to create music that fits video content effectively.
― 7 min read
Introducing Chimera, a new model for multivariate time series data analysis.
― 6 min read
Circuit breakers provide a new method to prevent harmful AI outputs effectively.
― 3 min read
New method enhances uncertainty quantification in adversarially trained models.
― 6 min read