This paper examines how behaviors spread through social networks and proposes a new estimation method.
― 5 min read
Computer Science - Machine Learning
RSSExamining the issue of reward collapse in large language models and potential solutions.
― 6 min read
Evaluating the effectiveness of logistic regression in breast cancer detection.
― 7 min read
Exploring data quality's role in effective robotic learning through imitation.
― 8 min read
This study assesses the reliability of saliency methods in explaining object detection models.
― 6 min read
A method to improve data quality monitoring in business data pipelines.
― 6 min read
A novel method enhances language models' commonsense reasoning capabilities.
― 6 min read
This research focuses on maintaining fairness in algorithms through continuous auditing methods.
― 10 min read
Exploring privacy-preserving learning while tackling communication issues in federated reinforcement learning.
― 9 min read
A new approach to compress Transformer models into modular layers for enhanced efficiency.
― 5 min read
A new GNN architecture improves attention mechanisms for better performance in deep layers.
― 5 min read
New SVGD variants enhance sampling efficiency for complex distributions.
― 5 min read
This article explores benchmarks for evaluating Bulgarian language processing in AI models.
― 5 min read
Exploring feedback alignment as an alternative to traditional backpropagation in neural networks.
― 5 min read
A fresh framework for ensuring fairness in machine learning clustering.
― 5 min read
New methods enhance resource use in language models, especially under limited data.
― 7 min read
This research presents a method to balance creativity and factual accuracy in language models.
― 8 min read
A new deep learning method streamlines calibration for robotic-assisted surgeries.
― 5 min read
Exploring why SGD excels in generalization compared to traditional methods.
― 6 min read
Virtual agents learn to mimic human gestures for better interaction.
― 6 min read
A method to secure sensitive data in machine learning using information flow control.
― 6 min read
This work showcases effective robotic learning using self-supervised reinforcement techniques.
― 6 min read
New methods improve understanding of brain damage and function relationships.
― 7 min read
A new method for creating synthesizers that benefits musicians.
― 6 min read
This article discusses how exploration enhances zero-shot generalization in reinforcement learning agents.
― 7 min read
This article discusses data privacy risks and detection methods in federated learning.
― 6 min read
A new method improves how models handle unexpected data.
― 6 min read
A new method leverages symmetry in data for better learning outcomes.
― 6 min read
A new approach enhances learning in reinforcement learning by blending past success with exploration.
― 5 min read
A look at challenges and defenses in automatic speaker verification systems.
― 4 min read
A new model enhances predictions of user click behavior online.
― 5 min read
DeepStay uses weakly supervised learning to enhance the identification of stay regions.
― 6 min read
A fresh approach to improve how machines learn from data.
― 7 min read
Optical networks enable fast data transfer, shaping the future of communication technology.
― 5 min read
A novel approach combines NMF and SDP for effective clustering.
― 5 min read
This research redefines active learning by using nearly orthogonal bases for improved efficiency.
― 5 min read
A new framework for effective collaboration between intelligent language models.
― 6 min read
Researchers enhance experiment design using reinforcement learning and new estimation techniques.
― 5 min read
A new method uses genetic algorithms to create synthetic data while protecting privacy.
― 5 min read
A new method enhances large language model training efficiency and performance.
― 5 min read