Hung Q. Ngo
- Skew Strikes Back: New Developments in the Theory of Join Algorithms
2013/10/12 by Hung Q. Ngo, Ngo, Hung Q., Christopher Ré +3 · 11 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Optimization and Search Problems
- FAQ: Questions Asked Frequently
2015/04/15 by Mahmoud Abo Khamis, Khamis, Mahmoud Abo, Hung Q. Ngo +3 · 10 citations
Computer Science · #Bayesian Modeling and Causal Inference #Constraint Satisfaction and Optimization #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO)
- Worst-Case Optimal Join Algorithms: Techniques, Results, and Open Problems
2018/03/27 by Hung Q. Ngo, Ngo, Hung Q. · 7 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms
- Convergence of Datalog over (Pre-) Semirings
2021/05/30 by Mahmoud Abo Khamis, Hung Q. Ngo, Khamis, Mahmoud Abo +7 · 6 citations
Computer Science · Decision Sciences · #Constraint Satisfaction and Optimization #Databases (cs.DB) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Fuzzy and Soft Set Theory
- AC/DC: In-Database Learning Thunderstruck
2018/03/20 by Mahmoud Abo Khamis, Khamis, Mahmoud Abo, Hung Q. Ngo +7 · 3 citations
Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- Rk-means: Fast Clustering for Relational Data
2019/10/11 by Ryan R. Curtin, Curtin, Ryan, Ben Moseley +9 · 3 citations
Computer Science · #Advanced Clustering Algorithms Research #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Computing Join Queries with Functional Dependencies
2016/04/01 by Mahmoud Abo Khamis, Khamis, Mahmoud Abo, Hung Q. Ngo +3 · 4 citations
Computer Science · #Advanced Graph Theory Research #Complexity and Algorithms in Graphs #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Information Theory (cs.IT)
- A Layered Aggregate Engine for Analytics Workloads
2019/01/01 by Maximilian Schleich, Schleich, Maximilian, Dan Olteanu +7 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Mining Algorithms and Applications
- Learning Models over Relational Data using Sparse Tensors and Functional\n Dependencies
2017/03/14 by Mahmoud Abo Khamis, Hung Q. Ngo, Khamis, Mahmoud Abo +7 · 1 citation
Computer Science · Decision Sciences · #Data Mining Algorithms and Applications #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #H.2.4 #I.2.6 #Machine Learning and Data Classification
- Maintaining Triangle Queries under Updates
2020/04/07 by Ahmet Kara, Miloš Nikolić, Kara, Ahmet +7 · 1 citation
Computer Science · #Distributed systems and fault tolerance #Complexity and Algorithms in Graphs #Parallel Computing and Optimization Techniques
- Why Regularized Auto-Encoders learn Sparse Representation?
2015/05/21 by Devansh Arpit, Yingbo Zhou, Arpit, Devansh +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
- On the Convergence Rate of Linear Datalogo over Stable Semirings
2023/11/29 by Sungjin Im, Im, Sungjin, Benjamin Moseley +5 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Databases (cs.DB) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning and Algorithms