Fairly Evaluating and Scoring Items in a Data Set

Tutorial at VLDB 2020

Cite as:: Abolfazl Asudeh, H. V. Jagadish. Fairly Evaluating and Scoring Items in a Data Set. PVLDB, 13(12): 3445-3448, 2020.; DOI: https://doi.org/3415478.3415566
Link to PDF:: www.vldb.org/pvldb/vol13/p3445-asudeh.pdf
Slides:: Part 1: Motivation and Definitions; Part 2: Current State of the Art; Part 3: Possible Directions

ID	Presenter	Topic/Title	Video
1		Basic Background for Fairness
2		Fairness in Ranking, Bias in Data
3		Score-based Evaluation explained
4		Pre-process Techniques
5		Pre-process Techniques: Coverage
6		In-process Techniques for Classification
7		In-process Techniques for Ranking
8		Possible Directions