Search Results for author: Jerome White

Found 7 papers, 1 papers with code

Maintaining User Trust Through Multistage Uncertainty Aware Inference

no code implementations28 Dec 2023 Chandan Agrawal, Ashish Papanai, Jerome White

This paper describes and evaluates a multistage approach to AI deployment.

BOLLWM: A real-world dataset for bollworm pest monitoring from cotton fields in India

no code implementations3 Apr 2023 Jerome White, Chandan Agrawal, Anmol Ojha, Apoorv Agnihotri, Makkunda Sharma, Jigar Doshi

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.

Management

A Case for Rejection in Low Resource ML Deployment

1 code implementation12 Aug 2022 Jerome White, Pulkit Madaan, Nikhil Shenoy, Apoorv Agnihotri, Makkunda Sharma, Jigar Doshi

Building reliable AI decision support systems requires a robust set of data on which to train models; both with respect to quantity and diversity.

Position

Interpretability of Epidemiological Models : The Curse of Non-Identifiability

no code implementations30 Apr 2021 Ayush Deva, Siddhant Shingi, Avtansh Tiwari, Nayana Bannur, Sansiddh Jain, Jerome White, Alpan Raval, Srujana Merugu

Interpretability of epidemiological models is a key consideration, especially when these models are used in a public health setting.

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