MIT Open Access Articles: Recent submissions
Now showing items 10-12 of 54444
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GeoConformal Prediction: A Model-Agnostic Framework for Measuring the Uncertainty of Spatial Prediction
(Taylor & Francis, 2025-07-01)Spatial prediction is a fundamental task in geography, providing essential data support for various scenarios.Recent advancements, empowered by the development of geospatial artificial intelligence (GeoAI), haveprimarily ... -
Belief revision revised
(Wiley, 2025-07-27)I outline a novel counterexample to the principle ofbelief revision, Anticipation: if both learning 𝑒 andlearning not-𝑒 would render belief in 𝑝 unjustified, youcannot now be justified in believing 𝑝. If I am right,not ... -
Incorporating Deep Learning Into System Dynamics: Amortized Bayesian Inference for Scalable Likelihood‐Free Parameter Estimation
(Wiley, 2025-01-21)Estimating parameters and their credible intervals for complex system dynamics models is challenging but critical to continu-ous model improvement and reliable communication with an increasing fraction of audiences. The ...
