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Regularized Pairwise Relationship based Analytics for Structured Data

Summary: ATT-Reg: field-adaptive attentive regularization for pairwise attribute interactions in structured data. Bayesian-inspired adaptive regularization sets pairwise strengths from data and dependencies, boosting accuracy with interpretable feature attribution. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6585
Venue
SIGMOD
Year
2023
Pagerank
4.1945683e-05
Overall Rank
11,187 | 22.18%
DOI
10.1145/3588936

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

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Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank Citing Paper Year Venue Pagerank
4,762 METER: A Dynamic Concept Adaptation Framework for Online Anomaly Detection 2024 VLDB 5.9395463e-05
6,502 Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System 2023 VLDB 5.0361846e-05
8,459 Secure and Verifiable Data Collaboration with Low-Cost Zero-Knowledge Proofs 2024 VLDB 4.5065275e-05
10,100 AixelNet: A Pre-trained Model with Table-aware Adaptation for Structured Data Prediction 2026 SIGMOD 4.1945683e-05
10,117 AixelAsk: A Stepwise-Guided Retrieval and Reasoning Framework for Large Table QA 2026 SIGMOD 4.1945683e-05
10,595 Optimized Batch Prompting for Cost-effective LLMs 2025 VLDB 4.1945683e-05
10,998 Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems 2024 VLDB 4.1945683e-05
11,266 MINT: Detecting Fraudulent Behaviors from Time-series Relational Data 2023 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

Rank Cited Paper Year Venue Pagerank
192 HoloClean: Holistic Data Repairs with Probabilistic Inference 2017 VLDB 0.00035728858
514 An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning 2019 SIGMOD 0.0002124895
782 QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning 2019 VLDB 0.00016729063
850 Scaling Factorization Machines to Relational Data 2013 VLDB 0.00015955971
903 To Join or Not to Join? Thinking Twice about Joins before Feature Selection 2016 SIGMOD 0.0001547016
1,047 Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms 2015 VLDB 0.00014459715
1,279 Towards Linear Algebra over Normalized Data 2017 VLDB 0.00012868394
1,855 AI Meets AI: Leveraging Query Executions to Improve Index Recommendations 2019 SIGMOD 0.00010315245
2,194 Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra 2019 SIGMOD 9.3138337e-05
3,148 ARM-Net: Adaptive Relation Modeling Network for Structured Data 2021 SIGMOD 7.4751269e-05
3,725 Estimating Cardinalities with Deep Sketches 2019 SIGMOD 6.8170734e-05
4,613 F-IVM: Learning over Fast-Evolving Relational Data 2020 SIGMOD 6.0478676e-05
11,594 TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications 2020 SIGMOD 4.1945683e-05
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