A new approach to improve traffic routing and reduce congestion in urban areas.
― 6 min read
Computer Science - Machine Learning
RSSThis 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
Analyzing singer identification methods amidst growing voice cloning concerns.
― 5 min read
Volume-MCTS improves decision-making in robotics through better exploration strategies.
― 5 min read
This paper presents a technique to tackle communication delays in neural networks.
― 6 min read
Learn how sellers can price their data for various buyers.
― 6 min read
Analyzing how data order affects memory in recurrent language models.
― 5 min read
This article explores the challenges of achieving fairness in machine learning across different demographic groups.
― 7 min read
Introducing a model that combines tree-based transforms for effective outcome generation.
― 6 min read
Introducing new solvers for efficient optimal transport in machine learning.
― 8 min read
SBoRA improves fine-tuning for large language models, saving resources and enhancing performance.
― 5 min read
Examining how training influences model performance in adversarial situations.
― 6 min read
A method to identify data shifts without labels.
― 7 min read
Exploring how ResNet18 processes features through its unique residual stream.
― 4 min read
A novel approach to clustering using multi-view stochastic block models.
― 7 min read
Innovative approach to create effective acquisition functions for Bayesian optimization.
― 6 min read
Study reveals key preprocessing techniques for ADHD identification through EEG analysis.
― 6 min read