Search Results for author: Ekin Ugurel

Found 2 papers, 1 papers with code

Event detection from novel data sources: Leveraging satellite imagery alongside GPS traces

1 code implementation19 Jan 2024 Ekin Ugurel, Steffen Coenen, Minda Zhou Chen, Cynthia Chen

Rapid identification and response to breaking events, particularly those that pose a threat to human life such as natural disasters or conflicts, is of paramount importance.

Event Detection

Time-Varying Transition Matrices with Multi-task Gaussian Processes

no code implementations20 Jun 2023 Ekin Ugurel

We enforce the stochasticity and non-negativity constraints of probabilities in a Markov process through the incorporation of a set of constraint points in the GP.

Gaussian Processes

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