A new method for better prediction sets using multiple score functions.
― 5 min read
Computer Science - Machine Learning
RSSA new method improves causal discovery accuracy using automated kernel selection.
― 6 min read
Examining cultural differences in depression prediction models and fairness challenges.
― 5 min read
SLIM-RAFT improves classification of products in Brazilian trade using NLP.
― 6 min read
ASkotch enhances kernel ridge regression efficiency for large datasets.
― 5 min read
A framework to improve efficiency in multitask learning through adaptive model compression.
― 6 min read
A tool to streamline the analysis of large 3D biological images.
― 4 min read
This article discusses counterfactual data augmentation in active learning for improved model performance.
― 6 min read
Using machine learning to predict clinical variables for better disease diagnosis.
― 6 min read
Researchers develop an automatic system for assessing incomplete hippocampal inversion.
― 6 min read
A new method enhances efficiency and performance of multimodal large language models.
― 5 min read
This article presents a method to enhance dialogue term extraction in language models.
― 8 min read
A framework combining blockchain and federated meta-learning for user-centric model training.
― 4 min read
Techniques to separate positive and negative point sets using polyhedral shapes.
― 6 min read
A new model improves Arabic NER using KNN search for better accuracy.
― 4 min read
New methods improve decision-making in uncertain environments through model-free approaches.
― 7 min read
New framework enhances logical argument generation in language models.
― 6 min read
Research explores how to estimate statistics while respecting user privacy needs.
― 5 min read
A fresh approach enhances TSP solutions using real-world data and local decision-making.
― 6 min read
A new method to assess data quality and value in machine learning models.
― 7 min read
A tool that makes building agent workflows easy and accessible for everyone.
― 5 min read
A new framework improves predictive modeling by merging varied engineering data sources.
― 6 min read
An analysis of AI hype and its impacts on society and research.
― 11 min read
REST improves prediction of missing connections in evolving knowledge graphs.
― 4 min read
New methods improve deep learning models' resistance to adversarial changes.
― 6 min read
A new framework improves data processing in edge devices.
― 6 min read
A new method enhances counterfactual explanations for machine learning model decisions.
― 7 min read
Exploring KANs as a new approach for efficient reinforcement learning models.
― 6 min read
New methods to compute geodesics on the Stiefel manifold enhance algorithm efficiency.
― 8 min read
mPLUG-Owl3 improves understanding of images and videos for better responses.
― 6 min read
AdapTable improves model predictions amid changing table data without retraining.
― 7 min read
Researchers reveal new ways to study collective decision-making in animal swarms.
― 6 min read
New methods improve material identification in hyperspectral imaging.
― 5 min read
A new method enhances interaction among language models, improving task efficiency.
― 5 min read
A new framework for evaluating vision-language models effectively.
― 6 min read
A look at deep learning models and their geometric properties.
― 6 min read
A new compiler enhances AI chip communication and task management.
― 6 min read
Assessing biases in machine learning can lead to fairer outcomes for all.
― 6 min read
Introducing PeriodWave, a model improving audio generation speed and quality.
― 5 min read
New algorithm enhances elliptical slice sampling for truncated distributions.
― 5 min read