1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.AI2026
Benchmarking AI for low-resource contexts: Thinking beyond leaderboards
Aakash Pant, Kavya Shah, Apoorv Agnihotri +3
Existing AI evaluation practices often fail to capture how systems actually perform in low-resource environments, where operational constraints shape usability as much as model qua…
cs.CV2023★ 1 cited
BOLLWM: A real-world dataset for bollworm pest monitoring from cotton fields in India
Jerome White, Chandan Agrawal, Anmol Ojha +3
This paper presents a dataset of agricultural pest images captured over five years by thousands of small holder farmers and farming extension workers across India. The dataset has…
cs.LG2022
A Case for Rejection in Low Resource ML Deployment
Jerome White, Pulkit Madaan, Nikhil Shenoy +3
Building reliable AI decision support systems requires a robust set of data on which to train models; both with respect to quantity and diversity. Obtaining such datasets can be di…