| 200 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00025443474 |
| 323 |
Can Foundation Models Wrangle Your Data? |
2023 |
VLDB |
0.00021022156 |
| 853 |
HoloDetect: Few-Shot Learning for Error Detection |
2019 |
SIGMOD |
0.00013437314 |
| 1,278 |
Automating Large-Scale Data Quality Verification |
2018 |
VLDB |
0.00011208469 |
| 1,314 |
Computing Optimal Repairs for Functional Dependencies |
2018 |
PODS |
0.000110547 |
| 1,347 |
Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning |
2020 |
VLDB |
0.00010947547 |
| 1,616 |
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle |
2020 |
CIDR |
0.00010048776 |
| 1,669 |
Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks |
2024 |
SIGMOD |
9.9157758e-05 |
| 1,722 |
SMOKE: Fine-grained Lineage at Interactive Speed |
2018 |
VLDB |
9.781628e-05 |
| 1,731 |
Raha: A Configuration-Free Error Detection System |
2019 |
SIGMOD |
9.7585913e-05 |
| 1,744 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
9.7253583e-05 |
| 1,980 |
Discovery of Approximate (and Exact) Denial Constraints |
2020 |
VLDB |
9.2527187e-05 |
| 1,993 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
9.2224853e-05 |
| 2,373 |
SCODED: Statistical Constraint Oriented Data Error Detection |
2020 |
SIGMOD |
8.5434538e-05 |
| 2,473 |
Complaint-driven Training Data Debugging for Query 2.0 |
2020 |
SIGMOD |
8.3984284e-05 |
| 2,610 |
Database Repairs and Consistent Query Answering: Origins and Further Developments |
2019 |
PODS |
8.2035758e-05 |
| 2,752 |
Uni-Detect: A Unified Approach to Automated Error Detection in Tables |
2019 |
SIGMOD |
8.0387193e-05 |
| 2,825 |
Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale |
2022 |
SIGMOD |
7.9503483e-05 |
| 2,960 |
Auto-Detect: Data-Driven Error Detection in Tables |
2018 |
SIGMOD |
7.7967245e-05 |
| 3,205 |
A Statistical Perspective on Discovering Functional Dependencies in Noisy Data |
2020 |
SIGMOD |
7.5221127e-05 |
| 3,247 |
Ten Years of WebTables |
2018 |
VLDB |
7.4774952e-05 |
| 3,277 |
Automatic Data Repair: Are We Ready to Deploy? |
2024 |
VLDB |
7.4527106e-05 |
| 3,304 |
Kamino: Constraint-Aware Differentially Private Data Synthesis |
2021 |
VLDB |
7.4211095e-05 |
| 3,340 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
7.3886578e-05 |
| 3,372 |
Cleaning Denial Constraint Violations through Relaxation |
2020 |
SIGMOD |
7.3488827e-05 |
| 3,440 |
Efficient and Effective Data Imputation with Influence Functions |
2022 |
VLDB |
7.2791144e-05 |
| 3,636 |
The Role of Massively Multi-Task and Weak Supervision in Software 2.0 |
2019 |
CIDR |
7.1264544e-05 |
| 4,092 |
Fast Algorithms for Denial Constraint Discovery |
2023 |
VLDB |
6.7958327e-05 |
| 4,186 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
SIGMOD |
6.7408641e-05 |
| 4,369 |
Horizon: Scalable Dependency-driven Data Cleaning |
2021 |
VLDB |
6.6220109e-05 |
| 4,444 |
Auto-Transform: Learning-to-Transform by Patterns |
2020 |
VLDB |
6.5812416e-05 |
| 4,561 |
GOGGLES: Automatic Image Labeling with Affinity Coding |
2020 |
SIGMOD |
6.5223456e-05 |
| 4,978 |
Adaptive Data Augmentation for Supervised Learning over Missing Data |
2021 |
VLDB |
6.3182056e-05 |
| 5,100 |
Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond |
2021 |
SIGMOD |
6.2624729e-05 |
| 5,204 |
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale |
2019 |
SIGMOD |
6.2170777e-05 |
| 5,230 |
Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications |
2023 |
SIGMOD |
6.2059854e-05 |
| 5,273 |
Enabling SQL-based Training Data Debugging for Federated Learning |
2022 |
VLDB |
6.1887043e-05 |
| 5,303 |
Fast Approximate Denial Constraint Discovery |
2023 |
VLDB |
6.1758652e-05 |
| 5,317 |
Cleanits: A Data Cleaning System for Industrial Time Series |
2019 |
VLDB |
6.1678012e-05 |
| 5,501 |
Semi-Supervised Data Cleaning with Raha and Baran |
2021 |
CIDR |
6.0905697e-05 |
| 5,658 |
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks |
2023 |
VLDB |
6.0309825e-05 |
| 5,694 |
Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond |
2020 |
VLDB |
6.0176005e-05 |
| 5,879 |
Properties of Inconsistency Measures for Databases |
2021 |
SIGMOD |
5.9438507e-05 |
| 6,303 |
Multivariate Time Series Cleaning under Speed Constraints |
2024 |
SIGMOD |
5.8010692e-05 |
| 6,539 |
Parallel Discrepancy Detection and Incremental Detection |
2021 |
VLDB |
5.7351897e-05 |
| 6,564 |
Finding Label and Model Errors in Perception Data With Learned Observation Assertions |
2022 |
SIGMOD |
5.7283392e-05 |
| 6,753 |
On Multiple Semantics for Declarative Database Repairs |
2020 |
SIGMOD |
5.673161e-05 |
| 6,807 |
Intermittent Query Processing |
2019 |
VLDB |
5.661199e-05 |
| 6,860 |
Probabilistic Databases for All |
2020 |
PODS |
5.6462291e-05 |
| 6,916 |
Synthesizing Linked Data Under Cardinality and Integrity Constraints |
2021 |
SIGMOD |
5.6320169e-05 |