51 citations · 348 across the 61 of their papers we have counts for
3 papers · 1 filter
Principled Graph Matching Algorithms for Integrating Multiple Data Sources
Duo Zhang, Benjamin I. P. Rubinstein, Jim Gemmell
This paper explores combinatorial optimization for problems of max-weight graph matching on multi-partite graphs, which arise in integrating multiple data sources. Entity resolutio…
Security Evaluation of Support Vector Machines in Adversarial Environments
Battista Biggio, Igino Corona, Blaine Nelson +5
Support Vector Machines (SVMs) are among the most popular classification techniques adopted in security applications like malware detection, intrusion detection, and spam filtering…
Bounding Embeddings of VC Classes into Maximum Classes
J. Hyam Rubinstein, Benjamin I. P. Rubinstein, Peter L. Bartlett
One of the earliest conjectures in computational learning theory-the Sample Compression conjecture-asserts that concept classes (equivalently set systems) admit compression schemes…