발행물

전체 논문

58

31

ReNoun: Fact Extraction for Nominal Attributes
M. Yahya, S. E. Whang, R. Gupta, A. Halevy
Conf. on Empirical Methods in Natural Language Processing (EMNLP), 2014

32

Discovering Subsumption Relationships for Web-Based Ontologies
D. Movshovitz-Attias, S. E. Whang, N. Noy, A. Halevy
Int'l Workshop on the Web and Databases (WebDB), 2015

33

Discovering Structure in the Universe of Attribute Names
A. Halevy, N. Noy, S. Sarawagi, S. E. Whang, X. Yu
World Wide Web (WWW), 2016

34

Goods: Organizing Google's Datasets
A. Halevy, F. Korn, N. Noy, C. Olston, N. Polyzotis, S. Roy, S. E. Whang
ACM SIGMOD Int'l Conf. on Management of Data (SIGMOD), 2016

35

Lonlies : Estimating Property Values for Long Tail Entities
M. Farid, I. Ilyas, S. E. Whang, C. Yu
ACM SIGIR Conf. on Research and Development on Information Retrieval, 2016

36

Data Management Challenges in Production Machine Learning
N. Polyzotis, S. Roy, S. E. Whang, M. Zinkevich
ACM SIGMOD Int'l Conf. on Management of Data (SIGMOD), 2017

37

TFX: A TensorFlow-Based Production-Scale Machine Learning Platform
D. Baylor, E. Breck, H. Cheng, N. Fiedel, C. Foo, Z. Haque, S. Haykal, M. Ispir, V. Jain, L. Koc, C. Koo, L. Lew, C. Mewald, A. Modi, N. Polyzotis, S. Ramesh, S. Roy, S. E. Whang, M. Wicke, J. Wilkiewicz, X. Zhang, M. Zinkevich
Proc. 23rd ACM SIGKDD Int'l Conf. on Knowledge Discovery and Data Mining (KDD), 2017

38

Data Infrastructure for Machine Learning
E. Breck, N. Polyzotis, S. Roy, S. E. Whang, M. Zinkevich
MLSys Conference, 2018

39

Slice Finder: Automated Data Slicing for Model Interpretability
Y. Chung, T. Kraska, N. Polyzotis, S. E. Whang
MLSys Conference, 2018

40

TFX Frontend: A Graphical User Interface for a Production-Scale Machine Learning Platform
P. Brandt, J. Cai, T. Gannert, P. Joshi, R. Khot, C. Koo, C. Kuang, S. Leong, C. Mewald, N. Polyzotis, H. Quiroz, S. Roy, P. Yang, J. Wexler, S. E. Whang
MLSys Conference, 2018