most citedAutomatic Machine Learning Framework to Study Morphological Parameters of AGN Host Galaxies within in the Hyper Supreme-Cam Wide Survey

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cs.LG2025

ODD: Overlap-aware Estimation of Model Performance under Distribution Shift

Aayush Mishra, Anqi Liu

Reliable and accurate estimation of the error of an ML model in unseen test domains is an important problem for safe intelligent systems. Prior work uses disagreement discrepancy (…

cs.LG2023

DECODE: Data-driven Energy Consumption Prediction leveraging Historical Data and Environmental Factors in Buildings

Aditya Mishra, Haroon R. Lone, Aayush Mishra

Energy prediction in buildings plays a crucial role in effective energy management. Precise predictions are essential for achieving optimal energy consumption and distribution with…