Papers

Pre-print

Ishida, S., & Bergsma, W. (2023+). Efficient and Interpretable Additive Gaussian Process Regression on a Multidimensional Grid. In submission. Link to manuscript
Yang, F., Ishida, S., Zhang, M. Jenson, D., Mishra S, Navott, J., & Flaxman S. (2024+). Uncertainty-Aware Regression for Socio-Economic Estimation via Multi-View Remote Sensing. Link to manuscript
Ishida, S., et al. (2025+). Real-time small area estimation of food security in Zimbabwe: integrating mobile-phone and face-to-face surveys using joint multilevel regression and poststratification. In submission. Link to manuscript

Ishida, S. et al. Active learning sampling design: a new adaptive survey design paradigm.
Ishida, S. & Bergsma, W. Bayesian small area estimation of micronutrient deficiency
Ishida, S. & Bergsma, W. Missing value imputation for GP regression with incomplete Cartesian grid structure
Panero, F., &Ishida, S. (2024+) Nowcasting and forecasting food insecurities with Gaussian Processes