| 139 |
The MADlib Analytics Library or MAD Skills, the SQL |
2012 |
VLDB |
0.00042320525 |
| 192 |
HoloClean: Holistic Data Repairs with Probabilistic Inference |
2017 |
VLDB |
0.00035692958 |
| 252 |
Snorkel: Rapid Training Data Creation with Weak Supervision |
2018 |
VLDB |
0.00030532082 |
| 341 |
EmptyHeaded: A Relational Engine for Graph Processing |
2016 |
SIGMOD |
0.00026850764 |
| 503 |
Worst-case Optimal Join Algorithms |
2012 |
PODS |
0.00021517145 |
| 516 |
Can Foundation Models Wrangle Your Data? |
2023 |
VLDB |
0.00021194444 |
| 638 |
Towards a Unified Architecture for in-RDBMS Analytics |
2012 |
SIGMOD |
0.00018810785 |
| 668 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00018428925 |
| 702 |
MYSTIQ: A system for finding more answers by using probabilities |
2005 |
SIGMOD |
0.00017848789 |
| 758 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
0.00017053915 |
| 1,015 |
Tuffy: Scaling up Statistical Inference in Markov Logic Networks using an RDBMS |
2011 |
VLDB |
0.00014630577 |
| 1,044 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00014465007 |
| 1,088 |
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes |
2024 |
VLDB |
0.00014158762 |
| 1,218 |
Snuba: Automating Weak Supervision to Label Training Data |
2019 |
VLDB |
0.00013221309 |
| 1,281 |
Automatic Optimization for MapReduce Programs |
2011 |
VLDB |
0.00012837411 |
| 1,398 |
Structured Querying of Web Text: A Technical Challenge |
2007 |
CIDR |
0.00012201166 |
| 1,556 |
Beyond Worst-case Analysis for Joins with Minesweeper |
2014 |
PODS |
0.00011383141 |
| 1,972 |
Approximate Lineage for Probabilistic Databases |
2008 |
VLDB |
9.8937766e-05 |
| 2,173 |
AJAR: Aggregations and Joins over Annotated Relations |
2016 |
PODS |
9.3767985e-05 |
| 2,298 |
Joins via Geometric Resolutions: Worst-case and Beyond |
2015 |
PODS |
9.0746479e-05 |
| 2,919 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
7.9017482e-05 |
| 2,960 |
The Role of Massively Multi-Task and Weak Supervision in Software 2.0 |
2019 |
CIDR |
7.8103118e-05 |
| 3,305 |
Fonduer: Knowledge Base Construction from Richly Formatted Data |
2018 |
SIGMOD |
7.2417724e-05 |
| 3,395 |
Event Queries on Correlated Probabilistic Streams |
2008 |
SIGMOD |
7.1402267e-05 |
| 3,765 |
Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins |
2022 |
VLDB |
6.7760748e-05 |
| 3,884 |
Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype? |
2015 |
SIGMOD |
6.6622645e-05 |
| 3,900 |
SLiMFast: Guaranteed Results for Data Fusion and Source Reliability |
2017 |
SIGMOD |
6.649432e-05 |
| 4,022 |
Exploiting Correlations for Expensive Predicate Evaluation |
2015 |
SIGMOD |
6.5185189e-05 |
| 4,079 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
6.4621024e-05 |
| 4,088 |
Snorkel: Fast Training Set Generation for Information Extraction |
2017 |
SIGMOD |
6.457048e-05 |
| 4,105 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
6.4409563e-05 |
| 4,197 |
Overton: A Data System for Monitoring and Improving Machine-Learned Products |
2020 |
CIDR |
6.3625568e-05 |
| 5,050 |
DunceCap: Query Plans Using Generalized Hypertree Decompositions |
2015 |
SIGMOD |
5.7268774e-05 |
| 5,257 |
Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale |
2019 |
SIGMOD |
5.5975788e-05 |
| 5,884 |
Incrementally Maintaining Classification using an RDBMS |
2011 |
VLDB |
5.2864334e-05 |
| 5,983 |
Understanding Cardinality Estimation using Entropy Maximization |
2010 |
PODS |
5.240797e-05 |
| 6,345 |
A Relational Framework for Classifier Engineering |
2017 |
PODS |
5.0970607e-05 |
| 6,727 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
4.9444508e-05 |
| 7,270 |
Feature Selection in Enterprise Analytics: A Demonstration using an R-based Data Analytics System |
2013 |
VLDB |
4.776491e-05 |
| 7,721 |
Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded |
2017 |
VLDB |
4.6631706e-05 |
| 8,195 |
DunceCap: Compiling Worst-Case Optimal Query Plans |
2015 |
SIGMOD |
4.5573236e-05 |
| 8,356 |
A Demonstration of Cascadia Through a Digital Diary Application |
2008 |
SIGMOD |
4.5325932e-05 |
| 8,377 |
Probabilistic Management of OCR Data using an RDBMS |
2012 |
VLDB |
4.5277353e-05 |
| 9,443 |
Bootleg: Chasing the Tail with Self-Supervised Named Entity Disambiguation |
2021 |
CIDR |
4.3383453e-05 |
| 9,516 |
Automating the Enterprise with Foundation Models |
2024 |
VLDB |
4.3294347e-05 |
| 9,834 |
Is Data Management the Beating Heart of AI Systems? |
2022 |
SIGMOD |
4.2706095e-05 |
| 11,319 |
Data Management Opportunities for Foundation Models |
2022 |
CIDR |
4.1905499e-05 |
| 11,633 |
Leveraging Organizational Resources to Adapt Models to New Data Modalities |
2020 |
VLDB |
4.1905499e-05 |
| 11,945 |
Mindtagger: A Demonstration of Data Labeling in Knowledge Base Construction |
2015 |
VLDB |
4.1905499e-05 |
| 12,221 |
Transducing Markov Sequences |
2010 |
PODS |
4.1905499e-05 |