Steven Whang

14 papers A* 5A 1Journal 5Unranked 1
YearRankTypeTitle / Venue / Authors
2024 A* conf
ERBench: An Entity-Relationship based Automatically Verifiable Hallucination Benchmark for Large Language Models.
NeurIPS
Jio Oh, Soyeon Kim, Junseok Seo, Jindong Wang, Ruochen Xu, Xing Xie, Steven Whang
2021 — ed.
Proceedings of the Fifth Workshop on Data Management for End-To-End Machine Learning, In conjunction with the 2021 ACM SIGMOD/PODS Conference, DEEM@SIGMOD 2021, Virtual Event, China, 20 June, 2021
DEEM@SIGMOD
Matthias Boehm, Julia Stoyanovich, Steven Whang
2021 A* conf
Sample Selection for Fair and Robust Training.
NeurIPS
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
2020 J jnl
Data Collection and Quality Challenges for Deep Learning.
Proc. VLDB Endow.
Steven Whang, Jae-Gil Lee
2020 A* conf
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training.
ICML
Yuji Roh, Kangwook Lee, Steven Whang, Changho Suh
2020 J jnl
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images.
Proc. VLDB Endow.
Geon Heo, Yuji Roh, Seonghyeon Hwang, Dayun Lee, Steven Whang
2020 — ed.
Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, In conjunction with the 2020 ACM SIGMOD/PODS Conference, DEEM@SIGMOD 2020, Portland, OR, USA, June 14, 2020
DEEM@SIGMOD
Sebastian Schelter, Steven Whang, Julia Stoyanovich
2019 — conf
Data Validation for Machine Learning.
SysML
Eric Breck, Neoklis Polyzotis, Sudip Roy, Steven Whang, Martin Zinkevich
2014 A* conf
ReNoun: Fact Extraction for Nominal Attributes.
EMNLP
Mohamed Yahya, Steven Whang, Rahul Gupta, Alon Y. Halevy
2011 A conf
Managing Information Leakage.
CIDR
Steven Whang, Hector Garcia-Molina
2010 J jnl
Entity Resolution with Evolving Rules.
Proc. VLDB Endow.
Steven Whang, Hector Garcia-Molina
2010 J jnl
Evaluating Entity Resolution Results.
Proc. VLDB Endow.
David Menestrina, Steven Whang, Hector Garcia-Molina
2009 J jnl
Indexing Boolean Expressions.
Proc. VLDB Endow.
Steven Whang, Chad Brower, Jayavel Shanmugasundaram, Sergei Vassilvitskii, Erik Vee, Ramana Yerneni, Hector Garcia-Molina
2009 A* conf
QuickStart: An Upfront Client-Based Design Advisor for Parallel Data Warehouses.
ICDE
Malú Castellanos, Ivo Jimenez, Neal Coddington, Hans Zeller, Steven Whang, Umeshwar Dayal