Explore how adaptive metrics improve machine learning with SPD matrices.
― 5 min read
Computer Science - Machine Learning
RSSUsing knowledge graphs to improve reasoning in low-resource languages.
― 6 min read
Investment firms are leveraging machine learning for trading strategies in the Chinese futures market.
― 5 min read
A new approach improves efficiency in AI language models.
― 5 min read
This article presents a framework to improve energy use in microgrids.
― 5 min read
Discover how diffusion models are changing music generation for composers.
― 5 min read
A look into contrastive learning and its implications for machine learning.
― 5 min read
BlackVIP allows users to adapt models without direct access to parameters.
― 5 min read
This study presents a dual basis approach to classical multidimensional scaling for clearer data visualization.
― 6 min read
Koala simplifies the analysis of pre-training data for Large Language Models.
― 5 min read
Methods to reduce data needs in deep learning while maintaining model performance.
― 5 min read
A new approach enhances machine learning by integrating Lie groups into Bayesian methods.
― 6 min read
Learn how feature aggregation enhances model performance and interpretability.
― 5 min read
A look into how active particles find their way in complex environments.
― 6 min read
CeFlow framework improves counterfactual explanations with speed and consistency.
― 5 min read
A method to improve tissue property estimates using machine learning in quantitative MRI.
― 5 min read
A new method enhances multi-agent decision-making efficiency.
― 8 min read
A method to ensure fair predictions while maintaining accuracy in various applications.
― 4 min read
Using quantum splines to enhance activation functions in AI.
― 4 min read
A novel approach for spotting unusual behaviors in network interactions.
― 6 min read
A study on using weakly supervised learning to identify defects efficiently.
― 7 min read
New non-diagonal metrics enhance Bayesian inference for neural networks.
― 6 min read
Explore methods to estimate generalization errors in machine learning models.
― 6 min read
A study on improving topic modeling using knowledge distillation and Wasserstein distance.
― 6 min read
A new method enhances prediction reliability in deep neural networks.
― 5 min read
GeoAI blends geography and AI to analyze spatial data ethically and sustainably.
― 6 min read
A new framework teaches robots to manipulate soft objects with human-like skill.
― 6 min read
PADME enables secure data analysis while respecting privacy rules in social science.
― 5 min read
A comprehensive dataset of two million categorized recipes for culinary research and application.
― 6 min read
A new approach to identify COVID-19 misinformation by analyzing emotions in tweets.
― 7 min read
This study presents a system improving logical reasoning through explicit planning in language models.
― 5 min read
Examining the impact of bias in health tracking technologies.
― 5 min read
A look into fairness practices in machine learning and their impact on society.
― 5 min read
A new method improves moisture content estimation during filter media drying.
― 6 min read
Protecting patient data while utilizing machine learning in healthcare applications.
― 6 min read
A new approach improves image recovery with limited data.
― 6 min read
This study examines flaws in GAN-generated images and the effectiveness of classifiers.
― 5 min read
A better method for creating training data in Model Predictive Control.
― 7 min read
A look at unsupervised methods for detecting environmental changes.
― 5 min read
A new approach to estimate machine learning model accuracy on unseen data.
― 6 min read