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cs.LG2023
Generator Assisted Mixture of Experts For Feature Acquisition in Batch
Vedang Asgaonkar, Aditya Jain, Abir De
Given a set of observations, feature acquisition is about finding the subset of unobserved features which would enhance accuracy. Such problems have been explored in a sequential s…
cs.LG2021★ 1 cited
Solving Fashion Recommendation -- The Farfetch Challenge
Manish Pathak, Aditya Jain
Recommendation engines are integral to the modern e-commerce experience, both for the seller and the end user. Accurate recommendations lead to higher revenue and better user exper…
cs.LG2020★ 2 cited
Biased Models Have Biased Explanations
Aditya Jain, Manish Ravula, Joydeep Ghosh
We study fairness in Machine Learning (FairML) through the lens of attribute-based explanations generated for machine learning models. Our hypothesis is: Biased Models have Biased…