Research

Counterfactuals for the Future

peer-reviewed

AAAI'23 | Using counterfactuals to model the future rather than the past.

An Interactive Introduction to Causal Inference

peer-reviewed

IEEE VISxAI'22 | Foundational causal inference concepts in the style of an explorable explanation.

Disaggregated Interventions to Reduce Inequality

peer-reviewed

ACM EAAMO'21 | Causal modeling, social category ontology, and optimal inequality-reducing interventions.

Argumentative Topology: Finding Loop(holes) in Logic

preprint

ARXIV'20 | Using persistent homology on word embeddings to find circles in circular arguments.

Rotational Equivariance for Object Classification Using xView

peer-reviewed

IEEE IGARSS'20 | Testing rotationally equivariant convolutional neural networks on overhead imagery data.

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Research