A new approach improves decision-making in AI through causal relationships.
― 6 min read
Computer Science - Machine Learning
RSSA new method improves kNN classification using gradients for better feature representation.
― 6 min read
A novel approach to efficient particle collision simulations using machine learning techniques.
― 7 min read
A new approach enhances CSG modeling using fuzzy logic for smoother transitions.
― 6 min read
Researchers use machine learning to improve detection of internal solitary waves in ocean data.
― 7 min read
A novel benchmark to evaluate graph learning methods tackling heterophily and heterogeneity.
― 6 min read
This article discusses methods to sample from complex high-dimensional data more effectively.
― 6 min read
This article discusses safeguarding GNNs from data poisoning and backdoor attacks.
― 8 min read
Exploring privacy risks in synthetic data and introducing the Data Plagiarism Index.
― 7 min read
A new method improves decision-making in agents with limited data.
― 5 min read
This article covers methods to enhance task learning efficiency using prior knowledge.
― 8 min read
Learn how MetaLLM simplifies choosing language models for accuracy and cost.
― 6 min read
This study reveals how LLMs evolve their capabilities during training.
― 9 min read
Analyzing effective clean-label backdoor attack techniques in machine learning.
― 6 min read
Federated learning enhances medical imaging while protecting patient data.
― 9 min read
Researchers propose a new method to classify fake news using deep learning.
― 5 min read
Exploring DINO pre-training's impact on autonomous vehicle performance and adaptability.
― 5 min read
New methods improve motion estimation using event camera technology.
― 8 min read
A new method to assess accuracy in language model outputs.
― 4 min read
A novel approach enhances continual learning efficiency in resource-limited devices.
― 5 min read
A new method combines Bayesian predictions and vine copulas for improved data analysis.
― 6 min read
Rasa dataset advances text-to-speech for Indian languages with neutral and expressive speech.
― 6 min read
Training DNNs on microcontrollers boosts efficiency and privacy in smart technology.
― 6 min read
Investigating how mirror flow minimizes errors in classification tasks.
― 5 min read
Data augmentation boosts software vulnerability assessment accuracy amidst data imbalance.
― 7 min read
Learn how kernel regression and Bayesian updating improve predictions with new data.
― 9 min read
A novel method enhances GNN performance with noisy data.
― 6 min read
An overview of how similarity measures assess brain activity models.
― 7 min read
Introducing PACE, a structured approach for trustworthy AI explanations.
― 5 min read
New techniques enhance stability assessments in modern power systems.
― 5 min read
SCIGEN integrates structural constraints to generate stable quantum materials efficiently.
― 6 min read
An overview of how quantum information is transmitted and manipulated.
― 6 min read
This article discusses using Reinforcement Learning to reduce bias in classification tasks.
― 6 min read
A deep learning model improves energy load forecasting for microgrids.
― 4 min read
New models improve predictions in changing data environments.
― 5 min read
Explore the elements that make compelling villains in science fiction films.
― 4 min read
Robots adapt their movement to follow social norms and enhance human interaction.
― 6 min read
Exploring new algorithms for multiclass classification under limited feedback conditions.
― 7 min read
This paper studies how training influences the predictions of large language models.
― 6 min read
This study examines how virtual staining performs on various cell types and conditions.
― 5 min read