Paul Suganthan G. C.

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 16

Top Topics

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

IEEE Data Eng. Bull.

Publications

Zifan Liu, Evan Rosen, Paul Suganthan G. C.
AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis. CoRR (2022)
Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.
Validating Data and Models in Continuous ML Pipelines. IEEE Data Eng. Bull. 44 (1) (2021)
AnHai Doan, Pradap Konda, Paul Suganthan G. C., Yash Govind, Derek Paulsen, Kaushik Chandrasekhar, Philip Martinkus, Matthew Christie
Magellan: toward building ecosystems of entity matching solutions. Commun. ACM 63 (8) (2020)
Emily Caveness, Paul Suganthan G. C., Zhuo Peng, Neoklis Polyzotis, Sudip Roy, Martin Zinkevich
TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines. SIGMOD Conference (2020)
Mike Dreves, Gene Huang, Zhuo Peng, Neoklis Polyzotis, Evan Rosen, Paul Suganthan G. C.
From Data to Models and Back. DEEM@SIGMOD (2020)
Yash Govind, Pradap Konda, Paul Suganthan G. C., Philip Martinkus, Palaniappan Nagarajan, Han Li, Aravind Soundararajan, Sidharth Mudgal, Jeffrey R. Ballard, Haojun Zhang, Adel Ardalan, Sanjib Das, Derek Paulsen, Amanpreet Singh Saini, Erik Paulson, Youngchoon Park, Marshall Carter, Mingju Sun, Glenn Moo Fung, AnHai Doan
Entity Matching Meets Data Science: A Progress Report from the Magellan Project. SIGMOD Conference (2019)
Paul Suganthan G. C., Adel Ardalan, AnHai Doan, Aditya Akella
Smurf: Self-Service String Matching Using Random Forests. Proc. VLDB Endow. 12 (3) (2018)
Pradap Konda, Sanjib Das, Paul Suganthan G. C., Philip Martinkus, Adel Ardalan, Jeffrey R. Ballard, Yash Govind, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
Technical Perspective: : Toward Building Entity Matching Management Systems. SIGMOD Rec. 47 (1) (2018)
Han Li, Pradap Konda, Paul Suganthan G. C., AnHai Doan, Benjamin Snyder, Youngchoon Park, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
MatchCatcher: A Debugger for Blocking in Entity Matching. EDBT (2018)
Yash Govind, Erik Paulson, Palaniappan Nagarajan, Paul Suganthan G. C., AnHai Doan, Youngchoon Park, Glenn Fung, Devin Conathan, Marshall Carter, Mingju Sun
CloudMatcher: A Hands-Off Cloud/Crowd Service for Entity Matching. Proc. VLDB Endow. 11 (12) (2018)
AnHai Doan, Pradap Konda, Paul Suganthan G. C., Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Han Li, Philip Martinkus, Sidharth Mudgal, Erik Paulson, Haojun Zhang
Toward a System Building Agenda for Data Integration (and Data Science). IEEE Data Eng. Bull. 41 (2) (2018)
AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Sidharth Mudgal, Erik Paulson, Paul Suganthan G. C., Haojun Zhang
Human-in-the-Loop Challenges for Entity Matching: A Midterm Report. HILDA@SIGMOD (2017)
AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Sanjib Das, Yash Govind, Pradap Konda, Han Li, Erik Paulson, Paul Suganthan G. C., Haojun Zhang
Toward a System Building Agenda for Data Integration. CoRR (2017)
Sanjib Das, Paul Suganthan G. C., AnHai Doan, Jeffrey F. Naughton, Ganesh Krishnan, Rohit Deep, Esteban Arcaute, Vijay Raghavendra, Youngchoon Park
Falcon: Scaling Up Hands-Off Crowdsourced Entity Matching to Build Cloud Services. SIGMOD Conference (2017)
Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
Magellan: Toward Building Entity Matching Management Systems. Proc. VLDB Endow. 9 (12) (2016)
Pradap Konda, Sanjib Das, Paul Suganthan G. C., AnHai Doan, Adel Ardalan, Jeffrey R. Ballard, Han Li, Fatemah Panahi, Haojun Zhang, Jeffrey F. Naughton, Shishir Prasad, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra
Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks. Proc. VLDB Endow. 9 (13) (2016)
Paul Suganthan G. C., Chong Sun, Krishna Gayatri K., Haojun Zhang, Frank Yang, Narasimhan Rampalli, Shishir Prasad, Esteban Arcaute, Ganesh Krishnan, Rohit Deep, Vijay Raghavendra, AnHai Doan
Why Big Data Industrial Systems Need Rules and What We Can Do About It. SIGMOD Conference (2015)
Xiaoyong Chai, Omkar Deshpande, Nikesh Garera, Abhishek Gattani, Wang Lam, Digvijay S. Lamba, Lu Liu, Mitul Tiwari, Michel Tourn, Zoheb Vacheri, STS Prasad, Sri Subramaniam, Venky Harinarayan, Anand Rajaraman, Adel Ardalan, Sanjib Das, Paul Suganthan G. C., AnHai Doan
Social Media Analytics: The Kosmix Story. IEEE Data Eng. Bull. 36 (3) (2013)