Search Results for author: Avani Wildani

Found 2 papers, 0 papers with code

Transfer Learning via Latent Dependency Factor for Estimating PM 2.5

no code implementations10 Apr 2024 Shrey Gupta, Yongbee Park, Jianzhao Bi, Suyash Gupta, Andreas Züfle, Avani Wildani, Yang Liu

We recognize this transfer problem as spatial transfer learning and propose a new feature named Latent Dependency Factor (LDF) that captures spatial and semantic dependencies of both domains and is subsequently added to the datasets.

Transfer Learning

ISTRBoost: Importance Sampling Transfer Regression using Boosting

no code implementations26 Apr 2022 Shrey Gupta, Jianzhao Bi, Yang Liu, Avani Wildani

Our methodology,~\us{}, is a boosting and random-forest based ensemble methodology that utilizes importance sampling to reduce the skewness due to the source dataset.

Domain Adaptation regression +1

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