A look at how models can perpetuate bias and impact fairness.
― 6 min read
Computer Science - Machine Learning
RSSA new method improves GNN performance by utilizing explanation subgraphs.
― 5 min read
Using data models to enhance B2B customer purchasing predictions.
― 6 min read
Exploring recent insights on synthetic data and privacy challenges.
― 7 min read
A new mechanism enhances synthetic data generation while protecting individual privacy.
― 4 min read
Exploring the synergy between quantum computing and optimal transport for biological data.
― 7 min read
Study reveals how age influences NBA player performance with rest days.
― 6 min read
New methods enhance AI's ability to forget data while maintaining performance.
― 6 min read
Examining the impact of data priors on differential privacy in image reconstruction attacks.
― 8 min read
New model improves accuracy in interpreting EEG data for neurological conditions.
― 8 min read
A new system enhances robot navigation and object manipulation capabilities.
― 6 min read
JupyLabel offers a better way to classify and label code sections in Jupyter Notebooks.
― 7 min read
New method improves efficiency in solving complex partial differential equations using neural networks.
― 7 min read
A look into hypergraphs and their roles in various fields.
― 3 min read
Robots learn continuously to adapt to new tasks and environments.
― 6 min read
Improving wavelet transforms enhances analysis of complex spherical data across various fields.
― 6 min read
New methods improve molecular simulations through active learning and normalizing flows.
― 6 min read
XpertAI offers tailored insights into AI predictions for better decision-making.
― 6 min read
This paper discusses learning-based methods for better decision-making in computing tasks.
― 6 min read
New methods enhance machine learning models by reducing resource use while improving accuracy.
― 4 min read
Optimizing matrix multiplication with efficient integer representation in machine learning.
― 5 min read
A novel method for fair data collection in predictive modeling.
― 5 min read
A closer look at the balance of depth and width in neural ODEs.
― 6 min read
A new approach enhances model performance across diverse data types.
― 6 min read
A new approach improves animal call detection accuracy without arbitrary thresholds.
― 6 min read
New framework enhances link prediction in knowledge graphs using language models.
― 5 min read
A new approach to tackle contention and interference in wireless networks.
― 6 min read
FOCIL enables machines to learn without forgetting past knowledge effectively.
― 7 min read
New methods aim to enhance data removal in language models while preserving performance.
― 6 min read
Research evaluates self-supervised techniques to improve robustness against noisy labels in medical imaging.
― 8 min read
Examining human factors in detecting errors in AI-generated content.
― 5 min read
New methods enhance performance of language models by optimizing memory usage.
― 5 min read
A new method improves anomaly detection in changing graphs by using spatial and temporal memory.
― 6 min read
New datasets and benchmarks aim to improve coding output from AI models.
― 7 min read
A new method improves the generation of drug-like molecules with optical isomerism.
― 8 min read
A new method improves the estimation of memory kernels in particle dynamics.
― 6 min read
Learn how bifurcated attention enhances AI language models for faster processing.
― 5 min read
A new approach enhances vehicle routing efficiency using machine learning techniques.
― 7 min read
A new method boosts video question-answering while retaining prior knowledge.
― 6 min read
Methods to minimize bias in large language models for fairer outcomes.
― 7 min read