| 205 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00025235185 |
| 420 |
Can Foundation Models Wrangle Your Data? |
2023 |
VLDB |
0.00018789852 |
| 946 |
HoloDetect: Few-Shot Learning for Error Detection |
2019 |
SIGMOD |
0.00013054126 |
| 1,350 |
Automating Large-Scale Data Quality Verification |
2018 |
VLDB |
0.00011065626 |
| 1,399 |
Computing Optimal Repairs for Functional Dependencies |
2018 |
PODS |
0.00010893312 |
| 1,476 |
Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning |
2020 |
VLDB |
0.00010659277 |
| 1,756 |
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle |
2020 |
CIDR |
9.8172465e-05 |
| 1,798 |
SMOKE: Fine-grained Lineage at Interactive Speed |
2018 |
VLDB |
9.7361937e-05 |
| 1,955 |
Discovery of Approximate (and Exact) Denial Constraints |
2020 |
VLDB |
9.4166032e-05 |
| 2,019 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
9.2983994e-05 |
| 2,099 |
Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks |
2024 |
SIGMOD |
9.1682353e-05 |
| 2,147 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
9.0831495e-05 |
| 2,297 |
Raha: A Configuration-Free Error Detection System |
2019 |
SIGMOD |
8.7897221e-05 |
| 2,565 |
Database Repairs and Consistent Query Answering: Origins and Further Developments |
2019 |
PODS |
8.4116912e-05 |
| 2,584 |
Complaint-driven Training Data Debugging for Query 2.0 |
2020 |
SIGMOD |
8.3783546e-05 |
| 2,728 |
Uni-Detect: A Unified Approach to Automated Error Detection in Tables |
2019 |
SIGMOD |
8.1995954e-05 |
| 3,004 |
SCODED: Statistical Constraint Oriented Data Error Detection |
2020 |
SIGMOD |
7.8608629e-05 |
| 3,147 |
Auto-Detect: Data-Driven Error Detection in Tables |
2018 |
SIGMOD |
7.7077175e-05 |
| 3,271 |
Ten Years of WebTables |
2018 |
VLDB |
7.5779937e-05 |
| 3,272 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
7.5775321e-05 |
| 3,304 |
Saga: A Platform for Continuous Construction and Serving of Knowledge At Scale |
2022 |
SIGMOD |
7.5404346e-05 |
| 3,361 |
Cleaning Denial Constraint Violations through Relaxation |
2020 |
SIGMOD |
7.4872032e-05 |
| 3,386 |
Efficient and Effective Data Imputation with Influence Functions |
2022 |
VLDB |
7.453827e-05 |
| 3,412 |
Kamino: Constraint-Aware Differentially Private Data Synthesis |
2021 |
VLDB |
7.4344343e-05 |
| 3,441 |
A Statistical Perspective on Discovering Functional Dependencies in Noisy Data |
2020 |
SIGMOD |
7.4138323e-05 |
| 3,580 |
Automatic Data Repair: Are We Ready to Deploy? |
2024 |
VLDB |
7.2888516e-05 |
| 3,600 |
The Role of Massively Multi-Task and Weak Supervision in Software 2.0 |
2019 |
CIDR |
7.2709969e-05 |
| 4,100 |
Data Integration and Machine Learning: A Natural Synergy |
2018 |
SIGMOD |
6.9016092e-05 |
| 4,412 |
Auto-Transform: Learning-to-Transform by Patterns |
2020 |
VLDB |
6.7168614e-05 |
| 4,451 |
GOGGLES: Automatic Image Labeling with Affinity Coding |
2020 |
SIGMOD |
6.6952549e-05 |
| 4,488 |
Horizon: Scalable Dependency-driven Data Cleaning |
2021 |
VLDB |
6.668457e-05 |
| 4,835 |
Adaptive Data Augmentation for Supervised Learning over Missing Data |
2021 |
VLDB |
6.486592e-05 |
| 4,966 |
Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond |
2021 |
SIGMOD |
6.4225454e-05 |
| 5,058 |
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale |
2019 |
SIGMOD |
6.3815523e-05 |
| 5,131 |
Enabling SQL-based Training Data Debugging for Federated Learning |
2022 |
VLDB |
6.3537809e-05 |
| 5,175 |
Cleanits: A Data Cleaning System for Industrial Time Series |
2019 |
VLDB |
6.3332964e-05 |
| 5,518 |
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks |
2023 |
VLDB |
6.1885722e-05 |
| 5,548 |
Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond |
2020 |
VLDB |
6.1790655e-05 |
| 5,611 |
Fast Algorithms for Denial Constraint Discovery |
2023 |
VLDB |
6.1504635e-05 |
| 5,835 |
Semi-Supervised Data Cleaning with Raha and Baran |
2021 |
CIDR |
6.0720263e-05 |
| 6,154 |
Multivariate Time Series Cleaning under Speed Constraints |
2024 |
SIGMOD |
5.9567243e-05 |
| 6,403 |
Parallel Discrepancy Detection and Incremental Detection |
2021 |
VLDB |
5.8859374e-05 |
| 6,431 |
Finding Label and Model Errors in Perception Data With Learned Observation Assertions |
2022 |
SIGMOD |
5.8802622e-05 |
| 6,544 |
Properties of Inconsistency Measures for Databases |
2021 |
SIGMOD |
5.8461093e-05 |
| 6,664 |
On Multiple Semantics for Declarative Database Repairs |
2020 |
SIGMOD |
5.8090585e-05 |
| 6,741 |
Probabilistic Databases for All |
2020 |
PODS |
5.7866368e-05 |
| 6,755 |
Synthesizing Linked Data Under Cardinality and Integrity Constraints |
2021 |
SIGMOD |
5.7830386e-05 |
| 6,928 |
How do Categorical Duplicates Affect ML? A New Benchmark and Empirical Analyses |
2024 |
VLDB |
5.7370426e-05 |
| 7,068 |
DataPrism: Exposing Disconnect between Data and Systems |
2022 |
SIGMOD |
5.7119157e-05 |
| 7,104 |
Akane: Perplexity-Guided Time Series Data Cleaning |
2024 |
SIGMOD |
5.7020425e-05 |