Luis Leopoldo Perez

Publication Activity (10 Years)

Years Active: 2008-2020
Publications (10 Years): 5

Top Topics

Radon Transform

Machine Learning

Top Venues

SIGMOD Conference

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)
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)
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)
Luis Leopoldo Perez, Christopher M. Jermaine
History-aware query optimization with materialized intermediate views. ICDE (2014)
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)
Zhuhua Cai, Zografoula Vagena, Luis Leopoldo Perez, Subramanian Arumugam, Peter J. Haas, Christopher M. Jermaine
Simulation of database-valued markov chains using SimSQL. SIGMOD Conference (2013)
Zhuhua Cai, Christopher M. Jermaine, Zografoula Vagena, Dionysios Logothetis, Luis Leopoldo Perez
The Pairwise Gaussian Random Field for High-Dimensional Data Imputation. ICDM (2013)
Ravi Jampani, Fei Xu, Mingxi Wu, Luis Leopoldo Perez, Chris Jermaine, Peter J. Haas
The monte carlo database system: Stochastic analysis close to the data. ACM Trans. Database Syst. 36 (3) (2011)
Luis Leopoldo Perez, Subi Arumugam, Christopher M. Jermaine
Evaluation of probabilistic threshold queries in MCDB. SIGMOD Conference (2010)
Subi Arumugam, Alin Dobra, Christopher M. Jermaine, Niketan Pansare, Luis Leopoldo Perez
The DataPath system: a data-centric analytic processing engine for large data warehouses. SIGMOD Conference (2010)
Subi Arumugam, Ravi Jampani, Luis Leopoldo Perez, Fei Xu, Christopher M. Jermaine, Peter J. Haas
MCDB-R: Risk Analysis in the Database. Proc. VLDB Endow. 3 (1) (2010)
Florin Rusu, Fei Xu, Luis Leopoldo Perez, Mingxi Wu, Ravi Jampani, Chris Jermaine, Alin Dobra
The DBO database system. SIGMOD Conference (2008)
Ravi Jampani, Fei Xu, Mingxi Wu, Luis Leopoldo Perez, Christopher M. Jermaine, Peter J. Haas
MCDB: a monte carlo approach to managing uncertain data. SIGMOD Conference (2008)