Search Results for author: Christian Skalka

Found 2 papers, 1 papers with code

Efficient Differentially Private Secure Aggregation for Federated Learning via Hardness of Learning with Errors

no code implementations13 Dec 2021 Timothy Stevens, Christian Skalka, Christelle Vincent, John Ring, Samuel Clark, Joseph Near

Federated machine learning leverages edge computing to develop models from network user data, but privacy in federated learning remains a major challenge.

Edge-computing Federated Learning

Evolving Spatially Aggregated Features from Satellite Imagery for Regional Modeling

1 code implementation24 Jun 2017 Sam Kriegman, Marcin Szubert, Josh C. Bongard, Christian Skalka

Satellite imagery and remote sensing provide explanatory variables at relatively high resolutions for modeling geospatial phenomena, yet regional summaries are often desirable for analysis and actionable insight.

regression

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