Emmanouil Krasanakis

Artificial Intelligence · 2018–2020

A researcher in the Science corpus: 2 papers; trusts 3 researchers and is trusted by 4 researchers here, as inferred from the citation graph.

Subfields

• Artificial Intelligence — 54 citations into it; #23,629 of 35,345 by trust here, #18,586 by citations
• AI Ethics, Fairness & Society — 30 citations into it; #304 of 494 by trust here, #352 by citations
• Information Systems — 11 citations into it

Whom Emmanouil Krasanakis trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Toon Calders
2. Muhammad Bilal Zafar
3. Faisal Kamiran
4. Daniel E. Finkel
5. Benjamin Fish
6. Donald R. Jones
7. Isabel Valera
8. Michael Feldman
9. Sicco Verwer
10. Jeremy Kun

Who trusts Emmanouil Krasanakis overall

1. Vasileios Iosifidis
2. Heinrich Jiang
3. Eirini Ntoutsi
4. Amanda Coston
5. Bo Li
6. Ofir Nachum

Papers from Emmanouil Krasanakis's perspective

Ordered by how strongly the researchers Emmanouil Krasanakis trusts endorse each paper. Same corpus, a different order for every researcher.

1. Three naive Bayes approaches for discrimination-free classification
2. Classifying without discriminating
3. Discrimination Aware Decision Tree Learning
4. Certifying and Removing Disparate Impact
5. Fairness-aware Learning through Regularization Approach
6. Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments
7. Inherent Trade-Offs in the Fair Determination of Risk Scores
8. Fairness-Aware Classifier with Prejudice Remover Regularizer
9. Controlling Attribute Effect in Linear Regression
10. Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness

Their papers

• Adaptive Sensitive Reweighting to Mitigate Bias in Fairness-aware Classification (2018) — 179 citations
• Bias in data‐driven artificial intelligence systems—An introductory survey (2020) — 903 citations