Research
Counterfactuals for the Future
AAAI'23 | Using counterfactuals to model the future rather than the past.
An Interactive Introduction to Causal Inference
IEEE VISxAI'22 | Foundational causal inference concepts in the style of an explorable explanation.
Disaggregated Interventions to Reduce Inequality
ACM EAAMO'21 | Causal modeling, social category ontology, and optimal inequality-reducing interventions.
Argumentative Topology: Finding Loop(holes) in Logic
ARXIV'20 | Using persistent homology on word embeddings to find circles in circular arguments.
Rotational Equivariance for Object Classification Using xView
IEEE IGARSS'20 | Testing rotationally equivariant convolutional neural networks on overhead imagery data.