Search Results for author: Kirtan Padh

Found 2 papers, 1 papers with code

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.

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

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