A new method improves data generation through adaptive tensor trees.
― 6 min read
Computer Science - Machine Learning
RSSA machine learning model improves seabed structure inference using wave dynamics.
― 5 min read
This article explores effective training methods for reinforcement learning agents to reduce regret.
― 6 min read
MiWaves offers personalized strategies to help young adults cut down on cannabis.
― 7 min read
DAVOTS helps users visualize time series data and model decisions effectively.
― 6 min read
This article discusses the Data Addition Dilemma in healthcare machine learning.
― 5 min read
Exploring flexible priors to improve predictions in Bayesian Last Layer models.
― 5 min read
A look into Sparse Mamba, a method for better language model control.
― 4 min read
Combining Bayesian updating and surrogate modeling for improved model parameter estimation.
― 6 min read
A new algorithm improves dataset efficiency for fine-tuning language models.
― 8 min read
A study on how different descriptions impact machine learning models in medical imaging.
― 5 min read
A study reveals significant racial bias in emotion recognition technologies.
― 5 min read
This method enhances the learning process of knowledge graphs through structured training.
― 5 min read
Discover how GameNGen uses neural networks to reshape video game development.
― 8 min read
Using machine learning to predict rare events in chemical processes for enhanced safety.
― 5 min read
This study benchmarks machine learning and deep learning on tabular datasets to determine effectiveness.
― 6 min read
Poly2Vec simplifies the analysis of spatial relationships across various shapes.
― 6 min read
A new approach to CFR enhances speed for large games using GPUs.
― 5 min read
Discover how predicting career trajectories can shape job opportunities for everyone.
― 5 min read
AutoGeo generates high-quality geometric images for AI training.
― 6 min read
An exploration of the intricate training processes in two-layer narrow neural networks.
― 5 min read
RoAd offers an efficient method for fine-tuning large language models with fewer resources.
― 6 min read
New techniques reduce energy use in deep learning while maintaining accuracy.
― 5 min read
New methods improve image creation from text and reference images.
― 5 min read
Using language to teach robots new tasks more efficiently.
― 6 min read
This paper reviews the role of deep learning in STELF accuracy.
― 8 min read
A new method for comparing complex data structures in graphs and networks.
― 5 min read
Exploring L-NODEC for better stability in control strategies.
― 6 min read
A new method enhances traffic forecasting accuracy through data decomposition and neural networks.
― 6 min read
New system tracks electricity prices in real-time to aid consumer decisions.
― 4 min read
Researchers utilize machine learning to enhance protein stability predictions.
― 7 min read
Learn the requirements for submitting your research to NeurIPS 2024.
― 5 min read
A new method for better understanding multi-part systems in various fields.
― 6 min read
Examining bias in foundation models and their impact on medical imaging outcomes.
― 6 min read
Study reveals improved accuracy in predictions using ensemble methods with diffusion models.
― 6 min read
This study explores fairness in chest X-ray analysis without demographic details.
― 5 min read
New framework improves automatic data extraction from various chart types.
― 6 min read
Researchers develop a method to find governing equations from noisy data.
― 5 min read
An overview of the UCB algorithm and its stability in data collection.
― 5 min read
Examining bias in machine learning and its impact on decision-making.
― 6 min read