Zekai J. Gao

Publication Activity (10 Years)

Years Active: 2014-2020
Publications (10 Years): 10

Top Topics

Radon Transform

Machine Learning

Top Venues

SIGMOD Conference

IEEE Trans. Knowl. Data Eng.

Proc. VLDB Endow.

Publications

Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Dimitrije Jankov, Christopher M. Jermaine
Scalable linear algebra on a relational database system. Commun. ACM 63 (8) (2020)
Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao
Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning. SIGMOD Rec. 49 (1) (2020)
Zekai J. Gao, Niketan Pansare, Christopher M. Jermaine
Declarative Parameterizations of User-Defined Functions for Large-Scale Machine Learning and Optimization. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
Scalable Linear Algebra on a Relational Database System. IEEE Trans. Knowl. Data Eng. 31 (7) (2019)
Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao
Declarative Recursive Computation on an RDBMS. Proc. VLDB Endow. 12 (7) (2019)
Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning. CoRR (2019)
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
Scalable Linear Algebra on a Relational Database System. SIGMOD Rec. 47 (1) (2018)
Zekai J. Gao, Shangyu Luo, Luis Leopoldo Perez, Chris Jermaine
The BUDS Language for Distributed Bayesian Machine Learning. SIGMOD Conference (2017)
Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine
Scalable Linear Algebra on a Relational Database System. ICDE (2017)
Zekai J. Gao, Chris Jermaine
Distributed Algorithms for Computing Very Large Thresholded Covariance Matrices. ACM Trans. Knowl. Discov. Data 11 (2) (2016)
Zhuhua Cai, Zekai J. Gao, Shangyu Luo, Luis Leopoldo Perez, Zografoula Vagena, Christopher M. Jermaine
A comparison of platforms for implementing and running very large scale machine learning algorithms. SIGMOD Conference (2014)