Tag: causal machine learning
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Large Language Models Enhance Electronic Health Record Analysis
Discover how Large Language Models improve Electronic Health Record encoding, boosting prediction accuracy and clinical outcomes without private data acces...
RegD: Flexible Hierarchical Embeddings with Euclidean Regions
Discover RegD, a novel framework for hierarchical embeddings using arbitrary Euclidean regions, enhancing flexibility and accuracy in data analysis.
animal2vec & MeerKAT: Advanced Bioacoustic Transformer Model
Discover animal2vec and MeerKAT, a self-supervised transformer and large dataset revolutionizing rare-event bioacoustic audio analysis for conservation.
Multimodal Mathematical Reasoning: Perception to Reasoning
Explore advances and challenges in multimodal mathematical reasoning, integrating perception, alignment, and reasoning for AI math problem-solving.
LatentRefusal: Safe Refusal for Unanswerable Text-to-SQL Queries
Discover LatentRefusal, a lightweight mechanism that improves refusal accuracy in text-to-SQL systems by detecting unanswerable queries safely and efficien...