Search Results for author: Kirtan Padh

Found 2 papers, 1 papers with code

Addressing Fairness in Classification with a Model-Agnostic Multi-Objective Algorithm

no code implementations9 Sep 2020 Kirtan Padh, Diego Antognini, Emma Lejal Glaude, Boi Faltings, Claudiu Musat

The goal of fairness in classification is to learn a classifier that does not discriminate against groups of individuals based on sensitive attributes, such as race and gender.

Fairness General Classification

Stochastic Causal Programming for Bounding Treatment Effects

1 code implementation22 Feb 2022 Kirtan Padh, Jakob Zeitler, David Watson, Matt Kusner, Ricardo Silva, Niki Kilbertus

Causal effect estimation is important for many tasks in the natural and social sciences.

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