55 citations · 67 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 55 cited
Nowcasting-Nets: Deep Neural Network Structures for Precipitation Nowcasting Using IMERG
Mohammad Reza Ehsani, Ariyan Zarei, Hoshin V. Gupta +2
Accurate and timely estimation of precipitation is critical for issuing hazard warnings (e.g., for flash floods or landslides). Current remotely sensed precipitation products have…
stat.ME2021★ 8 cited
Computing Accurate Probabilistic Estimates of One-D Entropy from Equiprobable Random Samples
Hoshin V Gupta, Mohammed Reza Ehsani, Tirthankar Roy +3
We develop a simple Quantile Spacing (QS) method for accurate probabilistic estimation of one-dimensional entropy from equiprobable random samples, and compare it with the popular…
stat.OT2017★ 4 cited
Information vs. Uncertainty as the Foundation for a Science of Environmental Modeling
Grey Nearing, Hoshin Gupta
Information accounting provides a better foundation for hypothesis testing than does uncertainty quantification. A quantitative account of science is derived under this perspective…