| 1 |
Snorkel: Rapid Training Data Creation with Weak Supervision
Alexander Ratner, Stephen H. Bach, ... (+4 more)
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cs.LG
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1.1K |
8 years ago |
| 2 |
Data Synthesis based on Generative Adversarial Networks
Noseong Park, Mahmoud Mohammadi, ... (+4 more)
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cs.DB
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568 |
7 years ago |
| 3 |
HoloClean: Holistic Data Repairs with Probabilistic Inference
Theodoros Rekatsinas, Xu Chu, ... (+2 more)
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cs.DB
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544 |
9 years ago |
| 4 |
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph
Cong Fu, Chao Xiang, ... (+2 more)
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cs.LG
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461 |
8 years ago |
| 5 |
Deep Entity Matching with Pre-Trained Language Models
Yuliang Li, Jinfeng Li, ... (+3 more)
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cs.DB
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456 |
5 years ago |
| 6 |
Neo: A Learned Query Optimizer
Ryan Marcus, Parimarjan Negi, ... (+6 more)
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cs.DB
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452 |
6 years ago |
| 7 |
AliGraph: A Comprehensive Graph Neural Network Platform
Rong Zhu, Kun Zhao, ... (+6 more)
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cs.DC
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447 |
7 years ago |
| 8 |
GraphMat: High performance graph analytics made productive
Narayanan Sundaram, Nadathur Rajagopalan Satish, ... (+5 more)
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cs.PF
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339 |
11 years ago |
| 9 |
DeepER -- Deep Entity Resolution
Muhammad Ebraheem, Saravanan Thirumuruganathan, ... (+3 more)
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cs.DB
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327 |
8 years ago |
| 10 |
A Survey of Community Search Over Big Graphs
Yixiang Fang, Xin Huang, ... (+5 more)
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cs.DB
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322 |
6 years ago |
| 11 |
Truth Finding on the Deep Web: Is the Problem Solved?
Xian Li, Xin Luna Dong, ... (+3 more)
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cs.DB
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311 |
11 years ago |
| 12 |
Incremental Knowledge Base Construction Using DeepDive
Jaeho Shin, Sen Wu, ... (+4 more)
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cs.DB
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292 |
11 years ago |
| 13 |
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs
Zequn Sun, Qingheng Zhang, ... (+5 more)
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cs.CL
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289 |
6 years ago |
| 14 |
Towards Practical Differential Privacy for SQL Queries
Noah Johnson, Joseph P. Near, Dawn Song
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👻
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cs.CR
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289 |
8 years ago |
| 15 |
An Analytical Study of Large SPARQL Query Logs
Angela Bonifati, Wim Martens, Thomas Timm
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Ghosted
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cs.DB
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265 |
8 years ago |
| 16 |
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases
Wanyun Cui, Yanghua Xiao, ... (+4 more)
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cs.CL
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262 |
7 years ago |
| 17 |
An End-to-End Learning-based Cost Estimator
Ji Sun, Guoliang Li
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👻
Ghosted
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cs.DB
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259 |
6 years ago |
| 18 |
PyTorch Distributed: Experiences on Accelerating Data Parallel Training
Shen Li, Yanli Zhao, ... (+9 more)
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cs.DC
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252 |
5 years ago |
| 19 |
Privacy Preserving Vertical Federated Learning for Tree-based Models
Yuncheng Wu, Shaofeng Cai, ... (+3 more)
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cs.CR
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250 |
5 years ago |
| 20 |
From Data Fusion to Knowledge Fusion
Xin Luna Dong, Evgeniy Gabrilovich, ... (+5 more)
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cs.DB
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246 |
11 years ago |
| 21 |
Dataset search: a survey
Adriane Chapman, Elena Simperl, ... (+5 more)
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cs.DB
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243 |
7 years ago |
| 22 |
From Competition to Complementarity: Comparative Influence Diffusion and Maximization
Wei Lu, Wei Chen, Laks V. S. Lakshmanan
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👻
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cs.SI
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243 |
10 years ago |
| 23 |
Deep Unsupervised Cardinality Estimation
Zongheng Yang, Eric Liang, ... (+8 more)
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cs.DB
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232 |
6 years ago |
| 24 |
Attribute Truss Community Search
Xin Huang, Laks V. S. Lakshmanan
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👻
Ghosted
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cs.DB
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231 |
9 years ago |
| 25 |
NoScope: Optimizing Neural Network Queries over Video at Scale
Daniel Kang, John Emmons, ... (+3 more)
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cs.DB
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229 |
9 years ago |
| 26 |
Knowledge-Based Trust: Estimating the Trustworthiness of Web Sources
Xin Luna Dong, Evgeniy Gabrilovich, ... (+6 more)
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cs.DB
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227 |
11 years ago |
| 27 |
Approximate Closest Community Search in Networks
Xin Huang, Laks V. S. Lakshmanan, ... (+2 more)
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cs.SI
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208 |
10 years ago |
| 28 |
S2RDF: RDF Querying with SPARQL on Spark
Alexander Schätzle, Martin Przyjaciel-Zablocki, ... (+2 more)
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cs.DB
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203 |
10 years ago |
| 29 |
LSM-based Storage Techniques: A Survey
Chen Luo, Michael J. Carey
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👻
Ghosted
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cs.DB
|
201 |
7 years ago |
| 30 |
k-Nearest Neighbors on Road Networks: A Journey in Experimentation and In-Memory Implementation
Tenindra Abeywickrama, Muhammad Aamir Cheema, David Taniar
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👻
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cs.DS
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201 |
10 years ago |
| 31 |
The End of Slow Networks: It's Time for a Redesign
Carsten Binnig, Andrew Crotty, ... (+3 more)
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cs.DB
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201 |
10 years ago |
| 32 |
Understanding the Sparse Vector Technique for Differential Privacy
Min Lyu, Dong Su, Ninghui Li
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👻
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cs.CR
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184 |
10 years ago |
| 33 |
LSH Ensemble: Internet-Scale Domain Search
Erkang Zhu, Fatemeh Nargesian, ... (+2 more)
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cs.DB
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179 |
10 years ago |
| 34 |
Benchmarking Learned Indexes
Ryan Marcus, Andreas Kipf, ... (+6 more)
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cs.DB
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173 |
5 years ago |
| 35 |
The End of a Myth: Distributed Transactions Can Scale
Erfan Zamanian, Carsten Binnig, ... (+2 more)
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cs.DB
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172 |
9 years ago |
| 36 |
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads
Jialin Ding, Vikram Nathan, ... (+2 more)
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cs.DB
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168 |
5 years ago |
| 37 |
Plan-Structured Deep Neural Network Models for Query Performance Prediction
Ryan Marcus, Olga Papaemmanouil
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👻
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cs.DB
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166 |
7 years ago |
| 38 |
A Comparative Survey of Recent Natural Language Interfaces for Databases
Katrin Affolter, Kurt Stockinger, Abraham Bernstein
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👻
Ghosted
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cs.DB
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165 |
6 years ago |
| 39 |
Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins
Amine Mhedhbi, Semih Salihoglu
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👻
Ghosted
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cs.DB
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165 |
7 years ago |
| 40 |
The PGM-index: a multicriteria, compressed and learned approach to data indexing
Paolo Ferragina, Giorgio Vinciguerra
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👻
Ghosted
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cs.DS
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162 |
6 years ago |
| 41 |
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics
Daniel Kang, Peter Bailis, Matei Zaharia
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👻
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cs.DB
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160 |
7 years ago |
| 42 |
Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System
Tarique Siddiqui, Albert Kim, ... (+3 more)
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cs.DB
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157 |
9 years ago |
| 43 |
Cloudburst: Stateful Functions-as-a-Service
Vikram Sreekanti, Chenggang Wu, ... (+6 more)
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cs.DC
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153 |
6 years ago |
| 44 |
DeepDB: Learn from Data, not from Queries!
Benjamin Hilprecht, Andreas Schmidt, ... (+4 more)
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cs.DB
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147 |
6 years ago |
| 45 |
The Vadalog System: Datalog-based Reasoning for Knowledge Graphs
Luigi Bellomarini, Georg Gottlob, Emanuel Sallinger
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👻
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cs.DB
|
147 |
7 years ago |
| 46 |
Are We Ready For Learned Cardinality Estimation?
Xiaoying Wang, Changbo Qu, ... (+3 more)
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👻
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cs.DB
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144 |
5 years ago |
| 47 |
Blockchain Meets Database: Design and Implementation of a Blockchain Relational Database
Senthil Nathan, Chander Govindarajan, ... (+3 more)
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👻
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cs.DC
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137 |
7 years ago |
| 48 |
Survey of Vector Database Management Systems
James Jie Pan, Jianguo Wang, Guoliang Li
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👻
Ghosted
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cs.DB
|
130 |
2 years ago |
| 49 |
Cross-chain Deals and Adversarial Commerce
Maurice Herlihy, Barbara Liskov, Liuba Shrira
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👻
Ghosted
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cs.DC
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130 |
6 years ago |
| 50 |
Analyzing and Mitigating Data Stalls in DNN Training
Jayashree Mohan, Amar Phanishayee, ... (+2 more)
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cs.DC
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129 |
5 years ago |