Derek Paulsen

According to our database, Derek Paulsen authored at least 5 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Sparkly: A Simple yet Surprisingly Strong TF/IDF Blocker for Entity Matching.

Derek Paulsen, Yash Govind, AnHai Doan

Proc. VLDB Endow., 2023

2022

Toward Data Cleaning with a Target Accuracy: A Case Study for Value Normalization.

Adel Ardalan, Derek Paulsen, Amanpreet Singh Saini, Walter Cai, AnHai Doan

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Deep Learning for Blocking in Entity Matching: A Design Space Exploration.

Saravanan Thirumuruganathan, Han Li, Nan Tang, Mourad Ouzzani, Yash Govind, Derek Paulsen, Glenn Fung, AnHai Doan

Proc. VLDB Endow., 2021

2020

Magellan: toward building ecosystems of entity matching solutions.

AnHai Doan, Pradap Konda, Paul Suganthan G. C., Yash Govind, Derek Paulsen, Kaushik Chandrasekhar, Philip Martinkus, Matthew Christie

Commun. ACM, 2020

2019

Entity Matching Meets Data Science: A Progress Report from the Magellan Project.

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

Proceedings of the 2019 International Conference on Management of Data, 2019