Improving model accuracy for rare categories in long-tailed datasets.
― 8 min read
Cutting edge science explained simply
Improving model accuracy for rare categories in long-tailed datasets.
― 8 min read
ACAI simplifies data management and job execution for machine learning professionals.
― 6 min read
Exploring the role of machine learning in understanding neutron star matter.
― 6 min read
Introducing the SPAR model for better understanding of rare joint extreme events.
― 7 min read
A new model aims to improve fairness in recommendation systems while maintaining accuracy.
― 6 min read
A new method trains audio captioning systems using only text descriptions.
― 6 min read
A new approach tackles domain adaptation and forgetting in machine learning.
― 6 min read
Introducing a fresh approach to assess retrieval systems using LLMs and question banks.
― 5 min read
This study develops machine learning techniques to better identify powerful radio galaxies.
― 5 min read
A new method improves the use of EHR data for patient outcome predictions.
― 7 min read
This paper discusses enhancing stochastic optimization through recurrent data sampling and regularization methods.
― 5 min read
Analyzing the impact of language adapters on multilingual model performance.
― 5 min read
RAPTOR improves how we retrieve and summarize information from complex texts.
― 4 min read
PLSM reduces complexity in AI world models for better predictions.
― 6 min read
A new method for identifying change points in complex datasets.
― 6 min read
M-RAAP optimizes video and text data pairing for improved search results.
― 5 min read
Graph Multi-Similarity Learning enhances drug discovery through flexible molecular relationships.
― 7 min read
This research focuses on fair predictive modeling considering hierarchical group structures.
― 7 min read
A new dataset aims to enhance language model research and promote transparency.
― 6 min read
Research on improving continual learning models through task and class order sensitivity.
― 7 min read
Libriheavy offers 50,000 hours of spoken English to boost speech recognition technology.
― 5 min read
This article discusses the impact of data under-reporting on fairness in predictive models.
― 7 min read
Examining the relationship between quantum machine learning and classical algorithms for improved performance.
― 6 min read
Analyzing the cost and efficiency of large language models in various tasks.
― 6 min read
Digital twins help monitor and predict complex system behaviors across various fields.
― 5 min read
Researchers improve methods for attacking Learning With Errors cryptography using machine learning.
― 4 min read
A look at how tokenization impacts language model efficiency.
― 6 min read
A new approach for predicting events utilizing self-supervised learning techniques.
― 5 min read
Introducing FairEHR-CLP, a framework for fair and accurate healthcare predictions using EHR data.
― 9 min read
A method to ensure accurate demand forecasts in dynamic service platforms.
― 4 min read
New algorithm improves analysis of complex datasets for researchers.
― 7 min read
A novel approach enhances offline reinforcement learning performance through orthogonal-gradient updates.
― 7 min read
This research improves online reinforcement learning by using density ratio modeling for better exploration.
― 7 min read
New methods improve understanding of biological networks and disease mechanisms.
― 6 min read
A machine learning model improves predictions of complex molecular properties based on SMILES code.
― 7 min read
Topology-Informed Graph Transformer enhances graph isomorphism recognition and predictive capabilities.
― 6 min read
TSF-HD framework offers efficient and accurate forecasting for varying data patterns.
― 6 min read
A new method for assessing data worth in complex graph data.
― 6 min read
This study examines how sentiment analysis biases affect stock trading decisions.
― 10 min read
Counterfactual explanations offer insights into algorithmic decisions but need reliability.
― 7 min read