Matthew J. Rattigan

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 2

Top Topics

Special Session

Causal Inference

Financial Services

Top Venues

Publications

David D. Jensen, Javier Burroni, Matthew J. Rattigan
Object Conditioning for Causal Inference. UAI (2019)
Antonia Azzini, Stefania Marrara, Amir Topalovic, Mirjiana Pejic Bach, Matthew J. Rattigan
Opportunities and Risks for Data Science in Organizations: Banking, Finance, and Policy - Special Session Overview. DSAA (2018)
Marc E. Maier, Matthew J. Rattigan, David D. Jensen
Indexing Network Structure with Shortest-Path Trees. ACM Trans. Knowl. Discov. Data 5 (3) (2011)
Matthew J. Rattigan, Marc E. Maier, David D. Jensen
Relational Blocking for Causal Discovery. AAAI (2011)
Matthew J. Rattigan, David D. Jensen
Leveraging D-Separation for Relational Data Sets. ICDM (2010)
David D. Jensen, Andrew S. Fast, Brian J. Taylor, Marc E. Maier, Matthew J. Rattigan
Automatic Identification of Quasi-Experimental Designs for Scientific Discovery. AAAI Fall Symposium: Automated Scientific Discovery (2008)
Matthew J. Rattigan, Marc E. Maier, David D. Jensen
Graph clustering with network structure indices. ICML (2007)
Matthew J. Rattigan, Marc E. Maier, David D. Jensen, Bin Wu, Xin Pei, Jianbin Tan, Yi Wang
Exploiting Network Structure for Active Inference in Collective Classification. ICDM Workshops (2007)
Matthew J. Rattigan, Marc E. Maier, David D. Jensen
Using structure indices for efficient approximation of network properties. KDD (2006)
Matthew J. Rattigan, David D. Jensen
The case for anomalous link discovery. SIGKDD Explor. 7 (2) (2005)
David D. Jensen, Matthew J. Rattigan, Hannah Blau
Information awareness: a prospective technical assessment. KDD (2003)