no code implementations • 25 Mar 2024 • John C. Duchi, Suyash Gupta, Kuanhao Jiang, Pragya Sur
We address the challenge of constructing valid confidence intervals and sets in problems of prediction across multiple environments.
no code implementations • 20 May 2022 • Kuanhao Jiang, Rajarshi Mukherjee, Subhabrata Sen, Pragya Sur
In recent times, inference for the ATE in the presence of high-dimensional covariates has been extensively studied.
1 code implementation • 30 Nov 2020 • Parmida Davarmanesh, Kuanhao Jiang, Tingting Ou, Artem Vysogorets, Stanislav Ivashkevich, Max Kiehn, Shantanu H. Joshi, Nicholas Malaya
Based on a sample of representative screen corruption examples, the model was able to identify 10 of the most commonly occurring screen artifacts with reasonable accuracy.