Angela Chen

2 accepted papers

2025

Learning to Think like a Neuron in Middle School

David Touretzky, Christina Gardner-McCune, Will Hanna, Angela Chen, Neel Pawar

AAAI 2025technical

Neuron Sandbox is a browser-based tool that helps middle school students grasp basic principles of neural computation. It simulates a linear threshold unit applied to binary decision problems, which students solve by adjusting the unit's threshold and/or weights. Although Neuron Sandbox provides ext…

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2024

Data-Driven Discovery of Design Specifications (Student Abstract)

Angela Chen, Nicholas Gisolfi, Artur Dubrawski

AAAI 2024technical

Ensuring a machine learning model’s trustworthiness is crucial to prevent potential harm. One way to foster trust is through the formal verification of the model’s adherence to essential design requirements. However, this approach relies on well-defined, application-domain-centric criteria with whic…

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