26 citations · 53 across the 7 of their papers we have counts for
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cs.LG2023★ 20 cited
GeoFormer: Predicting Human Mobility using Generative Pre-trained Transformer (GPT)
Aivin V. Solatorio
Predicting human mobility holds significant practical value, with applications ranging from enhancing disaster risk planning to simulating epidemic spread. In this paper, we presen…
cs.LG2023★ 26 cited
REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers
Aivin V. Solatorio, Olivier Dupriez
Tabular data is a common form of organizing data. Multiple models are available to generate synthetic tabular datasets where observations are independent, but few have the ability…