This article discusses a new approach to on-device learning in IoT devices.
― 5 min read
Computer Science - Machine Learning
RSSA new model speeds up the search for superconductors using machine learning.
― 6 min read
Exploring how mmWave technology can improve communication for connected vehicles.
― 5 min read
Exploring how network depth impacts learning and generalization in AI.
― 5 min read
A new approach improves data sampling in complex physical systems.
― 6 min read
cDVGAN improves synthetic data for gravitational waves and glitches, aiding detection methods.
― 7 min read
A novel approach enhances predictions of chemical reactions using machine learning.
― 7 min read
Exploring methods to boost reasoning abilities in language models through reinforcement learning.
― 5 min read
A new method enhances decision-making for reinforcement learning agents.
― 5 min read
Research reveals how flat minima relate to better model performance on unseen data.
― 5 min read
A look into the challenges and solutions for identifying hard samples.
― 5 min read
Autoencoders improve hyperspectral unmixing in Raman spectroscopy for accurate analysis.
― 5 min read
This study explores how topology awareness affects Graph Neural Network performance and fairness.
― 7 min read
Investigating noise effects on training deep neural networks and privacy.
― 9 min read
This research reveals privacy threats in simpler topic models like LDA.
― 11 min read
Exploring the dynamics of human-AI teamwork in optimization tasks.
― 9 min read
This study evaluates models for detecting anomalies in time series data.
― 8 min read
A new method enhances accuracy in predicting protein-ligand interactions.
― 7 min read
A fresh approach to estimating how training data impacts model predictions.
― 6 min read
A new method enhances memory for better decision-making in RL agents.
― 5 min read
Explore how inner products enhance understanding of relationships in machine learning.
― 5 min read
Introducing a method to assess reliability in language model outputs.
― 7 min read
Automated methods improve efficiency in extracting information from Knowledge Graphs.
― 6 min read
A study on Shielded Deep Reinforcement Learning for safe spacecraft autonomy.
― 7 min read
New method enhances participant retention in public health interventions.
― 7 min read
This article discusses privacy methods for tabular data in large language models.
― 4 min read
A new method enhances feature attribution in machine learning applications.
― 6 min read
This study enhances draft tube design using machine learning for better hydropower efficiency.
― 4 min read
A new method enhances FQI by using log-loss for improved learning efficiency.
― 6 min read
A guide to using hesitant fuzzy soft sets in complex decision-making scenarios.
― 5 min read
New methods aim to improve human image creation from text descriptions.
― 8 min read
Learn how to combine evidence processes in data analysis effectively.
― 6 min read
A novel approach to reward over-optimization in language models using uncertainty estimation.
― 6 min read
ECToNAS streamlines the process of finding optimal neural network architectures.
― 6 min read
Introducing adversarial hypervolume to better assess deep learning model performance.
― 7 min read
Using data models to forecast emergencies in Edmonton for better community safety.
― 5 min read
Learn how to mitigate negative transfer in continual reinforcement learning with Reset and Distill.
― 4 min read
Examining the risks and detection methods for AI-generated content.
― 6 min read
A new approach enhances how different data types are combined for better analysis.
― 4 min read
New method enhances forecast accuracy by managing errors across time steps.
― 6 min read