Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes

Summary: Defines coverage for ordinal/continuous attributes as regions with enough similar training data to guarantee accuracy. Presents a Voronoi-diagram-based algorithm to identify uncovered regions in low dimensions and a randomized approximation for high dimensions, validated on real datasets. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6205
Venue: SIGMOD
Year: 2021
Pagerank: 4.8925683e-05
Overall Rank: 6,892 | 52.06%
DOI: 10.1145/3448016.3457315

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,867	Interpretable Data-Based Explanations for Fairness Debugging	2022	SIGMOD	0.00010272055
4,018	Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching	2023	VLDB	6.5244015e-05
5,976	Responsible Data Integration: Next-generation Challenges	2022	SIGMOD	5.245976e-05
6,467	Tailoring Data Source Distributions for Fairness-aware Data Integration	2021	VLDB	5.0528156e-05
9,712	Maximizing Fair Content Spread via Edge Suggestion in Social Networks	2022	VLDB	4.299267e-05
10,960	FairHash: A Fair and Memory/Time-efficient Hashmap	2024	SIGMOD	4.1945683e-05
11,054	Enriching Relations with Additional Attributes for ER	2024	VLDB	4.1945683e-05
11,068	Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
1,041	Interventional Fairness : Causal Database Repair for Algorithmic Fairness	2019	SIGMOD	0.00014482047
1,404	Responsible Data Management	2020	VLDB	0.00012174977
1,597	Designing Fair Ranking Schemes	2019	SIGMOD	0.00011209846
2,259	MithraCoverage: A System for Investigating Population Bias for Intersectional Fairness	2020	SIGMOD	9.167331e-05
4,526	Responsible Data Science	2019	SIGMOD	6.1092845e-05
5,555	On Obtaining Stable Rankings	2019	VLDB	5.4386174e-05
5,819	SIGMOD 2020 Tutorial on Fairness and Bias in Peer Review and other Sociotechnical Intelligent Systems	2020	SIGMOD	5.3148523e-05
7,191	A Nutritional Label for Rankings	2018	SIGMOD	4.8049534e-05
7,685	Fairly Evaluating and Scoring Items in a Data Set	2020	VLDB	4.6788921e-05
7,714	Identifying Insufficient Data Coverage in Databases with Multiple Relations	2020	VLDB	4.6700455e-05
13,292	The Responsibility Challenge for Data	2019	SIGMOD	-
13,297	MithraRanking: A System for Responsible Ranking Design	2019	SIGMOD	-

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