Introducing Adaptive Safe Reinforcement Learning for improved safety in robotic systems.
― 5 min read
Computer Science - Machine Learning
RSSA new approach to predictions reduces swap regret for decision-making agents.
― 6 min read
A new method for sampling complex distributions without relying on gradients.
― 5 min read
Improving language models for accurate, evidence-based answers.
― 6 min read
A community-led initiative to identify harmful prompts in T2I models.
― 6 min read
Understanding unlearnable example attacks through game theory for better data protection.
― 6 min read
Exploring ClinicLLM's impact on hospital readmission predictions and patient care.
― 6 min read
This study uses machine learning to forecast flame dynamics effectively.
― 6 min read
Research investigates how simple models exhibit complex behaviors and agency.
― 6 min read
This study reviews vulnerabilities in AI models used for genomic applications.
― 7 min read
This paper analyzes the advantages of multi-head attention over single-head attention in machine learning tasks.
― 6 min read
RIGID uses machine learning for efficient metamaterial design with minimal data.
― 6 min read
A new technique enhances communication between DNN jobs on shared networks.
― 5 min read
This article explores new methods in yield curve modeling using deep learning techniques.
― 7 min read
New methods improve how we determine spacecraft orientation in space.
― 5 min read
A new method enhances decision-making in offline policy learning.
― 10 min read
New method improves the discovery of crystal materials for technology and sustainability.
― 10 min read
New methods combine audio and metadata for better language recognition.
― 5 min read
SafeCoder improves the safety of code generated by language models.
― 6 min read
A new algorithm enhances user preference integration in complex machine learning tasks.
― 6 min read
A novel method enhances diversity in multiobjective optimization solutions.
― 5 min read
New methods improve estimation in complex scientific models.
― 8 min read
Introducing a method that improves 3D dynamics modeling over time.
― 5 min read
Research on how Transformers improve generalization for longer sequences in addition tasks.
― 7 min read
A new method keeps images clear for humans while blocking unauthorized models.
― 5 min read
A new method for predicting causal relationships from time series data using deep learning.
― 5 min read
Survival analysis helps predict when events occur in various fields.
― 5 min read
A new method merges covariance and Hessian matrices to improve binary classification accuracy.
― 6 min read
An overview of transformers and their impact on data processing.
― 5 min read
Custom LLMs raise safety concerns, particularly with instruction backdoor attacks.
― 5 min read
A new approach improves signal separation in electronic warfare.
― 4 min read
Enhancing Whisper's speech recognition for Vietnamese and other low-resource languages.
― 4 min read
A deep dive into exploration strategies and their impact on reinforcement learning.
― 6 min read
Examining estimation biases and their impact on reinforcement learning techniques.
― 6 min read
Explore how uncertainty affects machine learning predictions and methods to measure it.
― 6 min read
This article discusses the complexities and challenges of auditing AI systems for fairness.
― 7 min read
A new method improves telescope imaging of distant planets.
― 9 min read
A new method enhances feature selection in high-dimensional datasets effectively.
― 7 min read
GPSINDy improves modeling of dynamical systems despite noisy data.
― 6 min read
Strategies to improve model performance despite uneven data distribution.
― 7 min read