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Found 4 papers, 1 papers with code
Towards Better Statistical Understanding of Watermarking LLMs
We consider the trade-off between model distortion and detection ability and formulate it as a constrained optimization problem based on the green-red algorithm of Kirchenbauer et al. (2023a).
Harnessing Diverse Data for Global Disaster Prediction: A Multimodal Framework
As climate change intensifies, the urgency for accurate global-scale disaster predictions grows.
Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans
Eradicating hunger and malnutrition is a key development goal of the 21st century.
Quantile Markov Decision Process
In this paperwe consider the problem of optimizing the quantiles of the cumulative rewards of a Markov decision process(MDP), which we refer to as a quantile Markov decision process (QMDP).
