A new framework enhances predictions and decision-making under uncertainty.
― 5 min read
Computer Science - Machine Learning
RSSUsing satellite imagery to improve understanding of poverty through detailed land use mapping.
― 7 min read
A new method to improve training in physics-informed neural networks.
― 6 min read
A new framework enhances scheduling efficiency in NUMA systems for faster query processing.
― 9 min read
Exploring new ways to combat money laundering through data sharing and machine learning.
― 5 min read
A new approach enhances the effectiveness of deep learning in solving PDEs.
― 6 min read
Exploring membership inference attacks to protect data privacy in advanced models.
― 6 min read
A new approach for faster parameter estimation in complex systems using simulations.
― 6 min read
LLMSteer improves query optimization using language models for faster, simpler data access.
― 6 min read
Researchers leverage satellite data for better analysis of poverty levels worldwide.
― 4 min read
New accelerator improves efficiency in spiking neural networks for dynamic data processing.
― 6 min read
Learn how neural networks can tackle partial differential equations effectively.
― 6 min read
DroidSpeak speeds up interactions between AI agents for better efficiency.
― 6 min read
A framework to balance pseudo-label learning in machine learning.
― 5 min read
A look at continual learning and innovative methods to retain knowledge in AI models.
― 7 min read
How AI can support South Africa's effort for a sustainable future.
― 5 min read
A method to enhance stability in forecasts while maintaining accuracy in business planning.
― 6 min read
Exploring the potential of machine learning in improving mental health services.
― 6 min read
Innovative methods for improving neural networks with less computing power.
― 8 min read
Learn how predictive maintenance prevents equipment failures using synthetic data.
― 6 min read
Learn how neural precision polarization boosts device efficiency while maintaining accuracy.
― 6 min read
FLEXtime provides clearer insights into time series data predictions.
― 7 min read
DPNO enhances the accuracy and efficiency of solving complex PDEs using parallel processing.
― 4 min read
This article discusses methods for learning unnormalized distributions using noise-contrastive estimation.
― 5 min read
This research examines the trade-off between stability and fidelity in saliency maps.
― 4 min read
A new framework enhances GANs for generating histopathology images.
― 6 min read
Natural language search transforms how businesses find information quickly.
― 6 min read
Research shows how NMC can improve machine learning adaptability.
― 6 min read
A graph-based approach to enhance machine learning in dynamic environments.
― 6 min read
New methods improve transparency in AI decisions for medical image analysis.
― 5 min read
A straightforward look at large language models and their workings.
― 5 min read
A new model improves efficiency in predicting events over time.
― 8 min read
Echo State Networks enhance Model Predictive Control in various complex systems.
― 6 min read
Unlearning helps AI models forget specific information without losing critical skills.
― 7 min read
TrajGPT improves journey predictions using GPS data, enhancing urban planning and public health responses.
― 6 min read
This article discusses fairness issues in Graph Neural Networks and introduces a new method.
― 7 min read
Shapley values enhance decision-making in DNA profiling and related fields.
― 6 min read
Learn how noise affects neural networks and explore strategies to mitigate its impact.
― 6 min read
A closer look at how abstention improves machine learning accuracy and reliability.
― 8 min read
Precision impacts the effectiveness and cost of language model training.
― 6 min read