Search Results for author: Pooja Gupta

Found 6 papers, 1 papers with code

Rawlsian Fair Adaptation of Deep Learning Classifiers

no code implementations31 May 2021 Kulin Shah, Pooja Gupta, Amit Deshpande, Chiranjib Bhattacharyya

Given any score function or feature representation and only its second-order statistics on the sensitive sub-populations, we seek a threshold classifier on the given score or a linear threshold classifier on the given feature representation that achieves the Rawls error rate restricted to this hypothesis class.

Fairness

DeConFuse : A Deep Convolutional Transform based Unsupervised Fusion Framework

no code implementations9 Nov 2020 Pooja Gupta, Jyoti Maggu, Angshul Majumdar, Emilie Chouzenoux, Giovanni Chierchia

This work proposes an unsupervised fusion framework based on deep convolutional transform learning.

Automatic Ranking of MT Outputs using Approximations

no code implementations22 Nov 2013 Pooja Gupta, Nisheeth Joshi, Iti Mathur

In this paper, we show an approach which can provide automatic ranks to MT outputs (translations) taken from different MT Engines and which is based on N-gram approximations.

Machine Translation Translation

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