| 137 |
Relational Databases for Querying XML Documents: Limitations and Opportunities |
1999 |
VLDB |
0.00029877792 |
| 163 |
On Supporting Containment Queries in Relational Database Management Systems |
2001 |
SIGMOD |
0.00027839792 |
| 246 |
Automating Physical Database Design in a Parallel Database |
2002 |
SIGMOD |
0.00023457421 |
| 362 |
Storing and Querying Ordered XML Using a Relational Database System |
2002 |
SIGMOD |
0.00020125068 |
| 579 |
Incremental Knowledge Base Construction Using DeepDive |
2015 |
VLDB |
0.00016217563 |
| 640 |
Materialization Optimizations for Feature Selection Workloads |
2014 |
SIGMOD |
0.00015409494 |
| 1,066 |
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms |
2019 |
VLDB |
0.00012333161 |
| 1,150 |
DimmWitted: A Study of Main-Memory Statistical Analytics |
2014 |
VLDB |
0.00011943462 |
| 1,744 |
System RX: One Part Relational, One Part XML |
2005 |
SIGMOD |
9.868841e-05 |
| 2,029 |
Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads |
2018 |
VLDB |
9.2843642e-05 |
| 2,147 |
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions |
2021 |
VLDB |
9.0831495e-05 |
| 2,162 |
Heterogeneity-aware Distributed Parameter Servers |
2017 |
SIGMOD |
9.0581831e-05 |
| 2,589 |
Statistical Learning Techniques for Costing XML Queries |
2005 |
VLDB |
8.371643e-05 |
| 2,604 |
Brainwash: A Data System for Feature Engineering |
2013 |
CIDR |
8.3524514e-05 |
| 3,169 |
Towards Demystifying Serverless Machine Learning Training |
2021 |
SIGMOD |
7.6715222e-05 |
| 3,272 |
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition |
2021 |
VLDB |
7.5775321e-05 |
| 3,490 |
MLog: Towards Declarative In-Database Machine Learning |
2017 |
VLDB |
7.3667971e-05 |
| 3,587 |
HUNTER: An Online Cloud Database Hybrid Tuning System for Personalized Requirements |
2022 |
SIGMOD |
7.2829345e-05 |
| 3,952 |
Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers |
2013 |
SIGMOD |
6.9967272e-05 |
| 4,410 |
Extracting Databases from Dark Data with DeepDive |
2016 |
SIGMOD |
6.717496e-05 |
| 4,666 |
xFraud: Explainable Fraud Transaction Detection |
2022 |
VLDB |
6.577136e-05 |
| 4,798 |
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning |
2019 |
VLDB |
6.5024772e-05 |
| 5,588 |
Federated Matrix Factorization with Privacy Guarantee |
2022 |
VLDB |
6.1564686e-05 |
| 5,876 |
BAGUA: Scaling up Distributed Learning with System Relaxations |
2022 |
VLDB |
6.0557672e-05 |
| 6,143 |
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation |
2019 |
VLDB |
5.9622615e-05 |
| 6,339 |
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle |
2022 |
SIGMOD |
5.907165e-05 |
| 6,344 |
Towards General and Efficient Online Tuning for Spark |
2023 |
VLDB |
5.9060457e-05 |
| 6,634 |
An Experimental Evaluation of SimRank-based Similarity Search Algorithms |
2017 |
VLDB |
5.8182573e-05 |
| 6,881 |
GeoDeepDive: Statistical Inference using Familiar Data-Processing Languages |
2013 |
SIGMOD |
5.7469874e-05 |
| 7,160 |
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines |
2022 |
CIDR |
5.6855887e-05 |
| 7,609 |
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization |
2019 |
VLDB |
5.5841767e-05 |
| 7,746 |
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Model |
2022 |
VLDB |
5.5531058e-05 |
| 7,763 |
MLBench: Benchmarking Machine Learning Services Against Human Experts |
2018 |
VLDB |
5.5500928e-05 |
| 8,244 |
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning |
2023 |
VLDB |
5.4587712e-05 |
| 9,265 |
Ease.ml in Action: Towards Multi-tenant Declarative Learning Services |
2018 |
VLDB |
5.2965435e-05 |
| 9,290 |
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale |
2022 |
VLDB |
5.2910774e-05 |
| 9,672 |
DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions |
2018 |
SIGMOD |
5.2386185e-05 |
| 9,799 |
Opportunities for Data Management Research in the Era of Horizontal AI/ML |
2019 |
VLDB |
5.2181013e-05 |
| 11,509 |
Screening Native ML Pipelines with “ArgusEyes” |
2022 |
CIDR |
5.093636e-05 |
| 11,629 |
Ease.ML: A Lifecycle Management System for MLDev and MLOps |
2021 |
CIDR |
5.093636e-05 |
| 11,802 |
Ease.ml/snoopy in Action: Towards Automatic Feasibility Analysis for Machine Learning Application Development |
2020 |
VLDB |
5.093636e-05 |
| 11,871 |
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases |
2019 |
VLDB |
5.093636e-05 |
| 11,999 |
LDA*: A Robust and Large-scale Topic Modeling System |
2017 |
VLDB |
5.093636e-05 |
| 12,419 |
Multiple Feature Fusion for Social Media Applications |
2010 |
SIGMOD |
5.093636e-05 |