Tag: causal machine learning
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Frailty Assessment in Elderly Cancer Patients Using Wearables
Discover how multimodal wearable data and AI improve frailty estimation in elderly oncology patients for better treatment outcomes.
Fixing Step Length Bias in LLM Reasoning Data Selection
Discover how to overcome step length confounding in LLM data selection with ASLEC-DROP and ASLEC-CASL for better reasoning model training.
Privacy-Preserving Large Language Models with Text-Free Inference
Discover Privacy-Preserving Fine-Tuning (PPFT) for LLMs, enabling secure, text-free inference that balances privacy and performance efficiently.
WRAP++: Enhancing LLM Training with Cross-Document QA
Discover how WRAP++ boosts large language model training by synthesizing cross-document QA, amplifying data scale and improving performance.
OmniTabBench: Large-Scale Benchmark for Tabular ML Models
Discover OmniTabBench, the largest benchmark with 3030 datasets evaluating GBDTs, neural networks, and foundation models for tabular data at scale.