Steven Whang

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 5

Top Topics

Mutual Information

Subgroup Discovery

Data Collection

Multi Modal Image Registration

Top Venues

Proc. VLDB Endow.

Publications

Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
Sample Selection for Fair and Robust Training. NeurIPS (2021)
Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Whang
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images. Proc. VLDB Endow. 14 (1) (2020)
Steven Whang, Jae-Gil Lee
Data Collection and Quality Challenges for Deep Learning. Proc. VLDB Endow. 13 (12) (2020)
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training. ICML (2020)
Eric Breck, Neoklis Polyzotis, Sudip Roy, Steven Whang, Martin Zinkevich
Data Validation for Machine Learning. MLSys (2019)
Mohamed Yahya, Steven Whang, Rahul Gupta, Alon Y. Halevy
ReNoun: Fact Extraction for Nominal Attributes. EMNLP (2014)
Steven Whang, Hector Garcia-Molina
Managing Information Leakage. CIDR (2011)
David Menestrina, Steven Whang, Hector Garcia-Molina
Evaluating Entity Resolution Results. Proc. VLDB Endow. 3 (1) (2010)
Steven Whang, Hector Garcia-Molina
Entity Resolution with Evolving Rules. Proc. VLDB Endow. 3 (1) (2010)
Malú Castellanos, Ivo Jimenez, Neal Coddington, Hans Zeller, Steven Whang, Umeshwar Dayal
QuickStart: An Upfront Client-Based Design Advisor for Parallel Data Warehouses. ICDE (2009)
Steven Whang, Chad Brower, Jayavel Shanmugasundaram, Sergei Vassilvitskii, Erik Vee, Ramana Yerneni, Hector Garcia-Molina
Indexing Boolean Expressions. Proc. VLDB Endow. 2 (1) (2009)