15 citations · 25 across the 4 of their papers we have counts for
4 papers · 1 filter
The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning
Wenqian Ye, Luyang Jiang, Eric Xie +16
Back in the early 20th century, a horse named Hans appeared to perform arithmetic and other intellectual tasks during exhibitions in Germany, while it actually relied solely on inv…
Towards Data-centric Graph Machine Learning: Review and Outlook
Xin Zheng, Yixin Liu, Zhifeng Bao +4
Data-centric AI, with its primary focus on the collection, management, and utilization of data to drive AI models and applications, has attracted increasing attention in recent yea…
Generating the Graph Gestalt: Kernel-Regularized Graph Representation Learning
Kiarash Zahirnia, Ankita Sakhuja, Oliver Schulte +3
Recent work on graph generative models has made remarkable progress towards generating increasingly realistic graphs, as measured by global graph features such as degree distributi…
Stacked Approximated Regression Machine: A Simple Deep Learning Approach
Zhangyang Wang, Shiyu Chang, Qing Ling +4
With the agreement of my coauthors, I Zhangyang Wang would like to withdraw the manuscript "Stacked Approximated Regression Machine: A Simple Deep Learning Approach". Some experime…