A new software stack enhances performance for Transformer-based language models in real-world applications.
― 7 min read
Computer Science - Machine Learning
RSSA new policy enhances strategies for effective decision-making within a budget.
― 4 min read
Exploring ε-covers for efficient querying in high-dimensional data analysis.
― 5 min read
Introducing SANGEET, a detailed dataset on Hindustani Classical Music.
― 4 min read
SARC speeds up learning in actor-critic algorithms for better decision-making.
― 5 min read
A new method enhances feature selection in complex systems.
― 5 min read
Federated learning enhances medical NLP while protecting patient privacy.
― 5 min read
New algorithm ensures safety in reinforcement learning under constraints.
― 6 min read
Learn how tensor networks can simplify complex data in machine learning.
― 6 min read
A study introduces noise in training to compress neural networks while maintaining performance.
― 5 min read
A look into improving VFL speed while ensuring data privacy.
― 7 min read
A new method enhances how models learn from data transformations.
― 7 min read
FP-IRL blends physics with IRL to reveal agent motivations in complex systems.
― 5 min read
Improving how speech recognition systems estimate word timing for better accuracy.
― 4 min read
Omega improves strategies in stochastic games by using past data effectively.
― 5 min read
This article discusses methods to enhance fairness in machine learning by correcting label noise.
― 7 min read
Learn how Pb-Hash improves data management and efficiency in various fields.
― 5 min read
A new approach to enhance text generation from structured data.
― 8 min read
A new method enhances heart rate tracking accuracy while saving battery life.
― 5 min read
Exploring the role of kernel methods in improving reinforcement learning methods.
― 5 min read
A new method for analyzing power quality data without needing extensive labels.
― 5 min read
A look into the advancements and challenges in self-driving cars.
― 6 min read
A web-based tool improves visual representation of surgical workflows and challenges.
― 6 min read
A new synthetic data generator aids human behavior analysis through realistic datasets.
― 6 min read
Machine learning enhances GNSS accuracy, overcoming challenges in signal selection.
― 5 min read
A study on dialects of Sinitic languages using advanced machine learning techniques.
― 5 min read
Combining federated learning and blockchain enhances data privacy in collaborative models.
― 6 min read
A new approach to enhance communication and tracking in agent networks.
― 6 min read
A new approach enhances activity recognition accuracy using context and semantic loss.
― 6 min read
A new model improves efficiency in handling diverse vision tasks.
― 5 min read
Research enhances SVAEs for better data handling and interpretability.
― 9 min read
This article examines how deep learning predicts financial volatility across various assets.
― 5 min read
A deep look at supervised contrastive loss and its impact on deep neural networks.
― 6 min read
Learn how NILM helps households track and reduce energy consumption.
― 6 min read
This study finds robust features help machines retain knowledge during continual learning.
― 6 min read
A new approach to improve multi-variate time-series predictions using GNNs.
― 4 min read
Introducing IMAVAE, a framework for better understanding treatment effects through complex mediators.
― 6 min read
A study on advanced techniques for monitoring household energy use effectively.
― 5 min read
Using matrix completion to improve estimates of missing weather readings.
― 6 min read
Researchers use evolutionary algorithms for mathematical equation discovery from complex data.
― 6 min read