FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification

no code implementations • 27 Jan 2022 • Sean Current, Yuntian He, Saket Gurukar, Srinivasan Parthasarathy

As machine learning becomes more widely adopted across domains, it is critical that researchers and ML engineers think about the inherent biases in the data that may be perpetuated by the model.

Fairness Link Prediction

Aedes-AI: Neural Network Models of Mosquito Abundance

no code implementations • 21 Apr 2021 • Adrienne C. Kinney, Sean Current, Joceline Lega

We present artificial neural networks as a feasible replacement for a mechanistic model of mosquito abundance.

Time Series Time Series Analysis