Deduplicated Sampling On-Demand

Summary: Produce clean stratified samples from dirty datasets with duplicate entity representations, avoiding bias from multiple records per real-world entity. RadlER performs on-demand deduplication—cleaning only entities required for the sample—to match target group distributions far more efficiently than full-dedup-then-sample baselines. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13894
Venue: VLDB
Year: 2025
Pagerank: 4.1945683e-05
Overall Rank: 10,617 | 26.14%
DOI: 10.14778/3742728.3742742

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,807	RadlER: Deduplicated Sampling On-Demand	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 32 of 32 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
221	Deep Entity Matching with Pre-Trained Language Models	2021	VLDB	0.00033121824
300	Deep Learning for Entity Matching: A Design Space Exploration	2018	SIGMOD	0.00028441466
398	Big Data Integration	2013	VLDB	0.00024372588
517	Can Foundation Models Wrangle Your Data?	2023	VLDB	0.00021169035
643	Corleone: Hands-Off Crowdsourcing for Entity Matching	2014	SIGMOD	0.00018754451
712	Magellan: Toward Building Entity Matching Management Systems	2016	VLDB	0.00017732426
754	Distributed Representations of Tuples for Entity Resolution	2018	VLDB	0.00017117211
791	ActiveClean: Interactive Data Cleaning For Statistical Modeling	2016	VLDB	0.00016629664
1,831	Synthesizing Entity Matching Rules by Examples	2018	VLDB	0.00010384082
2,175	Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services	2017	SIGMOD	9.3644117e-05
2,184	A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data	2014	SIGMOD	9.3429789e-05
2,573	Query Optimization for Dynamic Imputation	2017	VLDB	8.518235e-05
2,767	A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching	2020	SIGMOD	8.1513883e-05
3,162	Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence	2021	SIGMOD	7.4589576e-05
3,640	Deep Learning for Blocking in Entity Matching: A Design Space Exploration	2021	VLDB	6.8891671e-05
4,018	Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching	2023	VLDB	6.5244015e-05
4,104	Online Entity Resolution Using an Oracle	2016	VLDB	6.4493809e-05
4,273	Cleaning Denial Constraint Violations through Relaxation	2020	SIGMOD	6.3003864e-05
5,586	QuERy: A Framework for Integrating Entity Resolution with Query Processing	2016	VLDB	5.4219548e-05
6,042	MDedup: Duplicate Detection with Matching Dependencies	2020	VLDB	5.2405269e-05
6,175	Query-Driven Approach to Entity Resolution	2013	VLDB	5.169496e-05
6,467	Tailoring Data Source Distributions for Fairness-aware Data Integration	2021	VLDB	5.0528156e-05
6,643	Query Refinement for Diversity Constraint Satisfaction	2024	VLDB	4.9786132e-05
6,711	Analyzing How BERT Performs Entity Matching	2022	VLDB	4.9517546e-05
7,667	Fast Detection of Denial Constraint Violations	2022	VLDB	4.683767e-05
7,668	Human-in-the-loop Data Integration	2017	VLDB	4.6834075e-05
8,008	Entity Resolution On-Demand	2022	VLDB	4.6067684e-05
8,099	Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching	2023	VLDB	4.5859317e-05
9,240	ZIP: Lazy Imputation during Query Processing	2024	VLDB	4.3690661e-05
9,461	BrewER: Entity Resolution On-Demand	2023	VLDB	4.3366491e-05
9,855	Progressive Entity Matching: A Design Space Exploration	2025	SIGMOD	4.269353e-05
9,856	In-Database Data Imputation	2024	SIGMOD	4.269353e-05

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