| 112 |
Potter's Wheel: An Interactive Data Cleaning System |
2001 |
VLDB |
0.00047010908 |
| 192 |
HoloClean: Holistic Data Repairs with Probabilistic Inference |
2017 |
VLDB |
0.00035692958 |
| 488 |
Data Curation at Scale: The Data Tamer System |
2013 |
CIDR |
0.00022029993 |
| 656 |
ERACER: A Database Approach for Statistical Inference and Data Cleaning |
2010 |
SIGMOD |
0.00018590675 |
| 684 |
Cerebro: A Data System for Optimized Deep Learning Model Selection |
2020 |
VLDB |
0.00018152321 |
| 788 |
ActiveClean: Interactive Data Cleaning For Statistical Modeling |
2016 |
VLDB |
0.00016618698 |
| 830 |
Guided Data Repair |
2011 |
VLDB |
0.00016125759 |
| 879 |
Don’t be SCAREd: Use SCalable Automatic REpairing with Maximal Likelihood and Bounded Changes |
2013 |
SIGMOD |
0.00015649604 |
| 917 |
Democratizing Data Science through Interactive Curation of ML Pipelines |
2019 |
SIGMOD |
0.00015324193 |
| 1,012 |
NADEEF: A Commodity Data Cleaning System |
2013 |
SIGMOD |
0.00014638349 |
| 1,075 |
Model Management 2.0: Manipulating Richer Mappings |
2007 |
SIGMOD |
0.00014233255 |
| 1,274 |
The Data Civilizer System |
2017 |
CIDR |
0.00012869297 |
| 1,340 |
HoloDetect: Few-Shot Learning for Error Detection |
2019 |
SIGMOD |
0.00012492795 |
| 1,393 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads |
2018 |
VLDB |
0.00012223372 |
| 1,407 |
Hybrid Parallelization Strategies for Large-Scale Machine Learning in SystemML |
2014 |
VLDB |
0.00012163413 |
| 1,422 |
Data Management Challenges in Production Machine Learning |
2017 |
SIGMOD |
0.00012050431 |
| 1,481 |
Automating Large-Scale Data Quality Verification |
2018 |
VLDB |
0.00011715754 |
| 1,527 |
Generic Schema Matching, Ten Years Later |
2011 |
VLDB |
0.00011494604 |
| 1,666 |
HELIX: Holistic Optimization for Accelerating Iterative Machine Learning |
2019 |
VLDB |
0.00010955907 |
| 1,895 |
Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning |
2020 |
VLDB |
0.00010174634 |
| 1,942 |
SliceLine: Fast, Linear-Algebra-based Slice Finding for ML Model Debugging |
2021 |
SIGMOD |
0.00010010569 |
| 2,122 |
SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle |
2020 |
CIDR |
9.4905306e-05 |
| 2,308 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
9.0634287e-05 |
| 2,575 |
Query Optimization for Dynamic Imputation |
2017 |
VLDB |
8.5100213e-05 |
| 2,968 |
Raha: A Configuration-Free Error Detection System |
2019 |
SIGMOD |
7.7964476e-05 |
| 3,000 |
BigDansing: A System for Big Data Cleansing |
2015 |
SIGMOD |
7.7447724e-05 |
| 3,142 |
Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing |
2017 |
VLDB |
7.4905759e-05 |
| 3,495 |
TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines |
2020 |
SIGMOD |
7.0383507e-05 |
| 3,526 |
Distributed Data Deduplication |
2016 |
VLDB |
7.0056559e-05 |
| 4,113 |
Learning to Validate the Predictions of Black Box Classifiers on Unseen Data |
2020 |
SIGMOD |
6.4326771e-05 |
| 4,462 |
Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks |
2016 |
VLDB |
6.1566477e-05 |
| 4,746 |
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models |
2021 |
SIGMOD |
5.9446518e-05 |
| 4,761 |
Automated Feature Engineering for Algorithmic Fairness |
2021 |
VLDB |
5.9341687e-05 |
| 4,779 |
LIMA: Fine-grained Lineage Tracing and Reuse in Machine Learning Systems |
2021 |
SIGMOD |
5.9259373e-05 |
| 4,965 |
BEER: Blocking for Effective Entity Resolution |
2021 |
SIGMOD |
5.7951166e-05 |
| 5,048 |
xPAD: A Platform for Analytic Data Flows |
2013 |
SIGMOD |
5.7285145e-05 |
| 5,738 |
KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing |
2015 |
VLDB |
5.3454984e-05 |
| 5,817 |
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees |
2019 |
SIGMOD |
5.3154329e-05 |
| 6,106 |
QoX-Driven ETL Design: Reducing the Cost of ETL Consulting Engagements |
2009 |
SIGMOD |
5.2040193e-05 |
| 6,991 |
Unit Testing Data with Deequ |
2019 |
SIGMOD |
4.8646637e-05 |
| 7,448 |
SystemER: A Human-in-the-loop System for Explainable Entity Resolution |
2019 |
VLDB |
4.7227377e-05 |
| 9,008 |
The Power of Nested Parallelism in Big Data Processing – Hitting Three Flies with One Slap – |
2021 |
SIGMOD |
4.4065351e-05 |
| 9,926 |
AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment |
2021 |
SIGMOD |
4.2492066e-05 |