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A Principled Path to Fitted Distributional Evaluation

arXiv:2506.20048v2 Announce Type: replace-cross Abstract: In reinforcement learning, distributional off-policy evaluation (OPE) focuses on estimating the return distribution of a target policy using offline data collected under a different policy. This work focuses on extending the widely used fitted Q-evaluation…

Fire-EnSF: Wildfire Spread Data Assimilation using Ensemble Score Filter

arXiv:2510.15954v1 Announce Type: new Abstract: As wildfires become increasingly destructive and expensive to control, effective management of active wildfires requires accurate, real-time fire spread predictions. To enhance the forecasting accuracy of active fires, data assimilation plays a vital role by…

WaveNet’s Precision in EEG Classification

arXiv:2510.15947v1 Announce Type: new Abstract: This study introduces a WaveNet-based deep learning model designed to automate the classification of EEG signals into physiological, pathological, artifact, and noise categories. Traditional methods for EEG signal classification, which rely on expert visual review,…

BEACON: Bayesian Optimal Stopping for Efficient LLM Sampling

arXiv:2510.15945v1 Announce Type: new Abstract: Sampling multiple responses is a common way to improve LLM output quality, but it comes at the cost of additional computation. The key challenge is deciding when to stop generating new samples to balance accuracy…

The Moral Foundations Reddit Corpus

arXiv:2208.05545v3 Announce Type: replace-cross Abstract: Moral framing and sentiment can affect a variety of online and offline behaviors, including donation, environmental action, political engagement, and protest. Various computational methods in Natural Language Processing (NLP) have been used to detect moral…

Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use

arXiv:2510.15961v1 Announce Type: new Abstract: Illicit drug use among teenagers and young adults (TYAs) remains a pressing public health concern, with rising prevalence and long-term impacts on health and well-being. To detect illicit drug use among TYAs, researchers analyze large-scale…