44 citations · 66 across the 9 of their papers we have counts for
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cs.LG2024
Spatial Transfer Learning for Estimating PM2.5 in Data-poor Regions
Shrey Gupta, Yongbee Park, Jianzhao Bi +4
Air pollution, especially particulate matter 2.5 (PM2.5), is a pressing concern for public health and is difficult to estimate in developing countries (data-poor regions) due to a…
stat.ML2024
Predictive Inference in Multi-environment Scenarios
John C. Duchi, Suyash Gupta, Kuanhao Jiang +1
We address the challenge of constructing valid confidence intervals and sets in problems of prediction across multiple environments. We investigate two types of coverage suitable f…