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Eugene Seo

2 accepted papers

2023

Under-Counted Tensor Completion with Neural Incorporation of Attributes

ICML 2023poster

Systematic under-counting effects are observed in data collected across many disciplines, e.g., epidemiology and ecology. Under-counted tensor completion (UC-TC) is well-motivated for many data analytics tasks, e.g., inferring the case numbers of infectious diseases at unobserved locations from unde…

2021

StatEcoNet: Statistical Ecology Neural Networks for Species Distribution Modeling

AAAI 2021technical

This paper focuses on a core task in computational sustainability and statistical ecology: species distribution modeling (SDM). In SDM, the occurrence pattern of a species on a landscape is predicted by environmental features based on observations at a set of locations. At first, SDM may appear to b…