Understanding Binomial Trees: Definitions, Examples, and Calculations

Explore the binomial tree model's use in option pricing, its workings, and examples. Learn how this model estimates intrinsic ...
IEEE

Domain-aware Node Representation Learning for Graph Out-of-Distribution Generalization

Abstract: Graph Neural Networks (GNNs) have demonstrated impressive success across diverse fields when data satisfies in-distribution (ID) assumption. Nevertheless, GNN performance significantly ...
IEEE

Health-Aware Joint Learning of Scale Distribution and Compact Representation for Unsupervised Anomaly Detection in Photovoltaic Systems

Abstract: Accurate and efficient anomaly detection is crucial to ensure the reliability and optimal performance of photovoltaic (PV) systems. However, traditional PV anomaly detection methods struggle ...
eLife

A differentiable model for optimizing the genetic drivers of synaptogenesis

This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...
Democracy Journal

For a Better Democracy: Proportional Representation

American democracy is under direct threat today, and that threat must be vanquished. But in the longer term, we also need to think about ways to make democracy in the United States more representative ...