Marc E. Maier

Publication Activity (10 Years)

Years Active: 2006-2020
Publications (10 Years): 4

Top Topics

Relational Data

Learning Process

Top Venues

Publications

Marc E. Maier, Hayley Carlotto, Sara Saperstein, Freddie Sanchez, Sherriff Balogun, Sears A. Merritt
Improving the Accuracy and Transparency of Underwriting with AI to Transform the Life Insurance Industry. AI Mag. 41 (3) (2020)
Marc E. Maier, Hayley Carlotto, Freddie Sanchez, Sherriff Balogun, Sears A. Merritt
Transforming Underwriting in the Life Insurance Industry. AAAI (2019)
Katerina Marazopoulou, Marc E. Maier, David D. Jensen
Learning the Structure of Causal Models with Relational and Temporal Dependence. UAI (2015)
Katerina Marazopoulou, Marc E. Maier, David D. Jensen
Learning the Structure of Causal Models with Relational and Temporal Dependence. ACI@UAI (2015)
Marc E. Maier, Katerina Marazopoulou, David T. Arbour, David D. Jensen
A Sound and Complete Algorithm for Learning Causal Models from Relational Data. CoRR (2013)
Marc E. Maier, Katerina Marazopoulou, David T. Arbour, David D. Jensen
A Sound and Complete Algorithm for Learning Causal Models from Relational Data. UAI (2013)
Marc E. Maier, Katerina Marazopoulou, David D. Jensen
Reasoning about Independence in Probabilistic Models of Relational Data CoRR (2013)
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)
Marc E. Maier, Brian J. Taylor, Hüseyin Oktay, David D. Jensen
Learning Causal Models of Relational Domains. AAAI (2010)
David D. Jensen, Andrew S. Fast, Brian J. Taylor, Marc E. Maier
Automatic identification of quasi-experimental designs for discovering causal knowledge. KDD (2008)
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)
Heather A. Harrington, Marc E. Maier, Lé Santha Naidoo, Nathaniel Whitaker, Panayotis G. Kevrekidis
A hybrid model for tumor-induced angiogenesis in the cornea in the presence of inhibitors. Math. Comput. Model. 46 (3-4) (2007)
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)
Andrew S. Fast, Lisa Friedland, Marc E. Maier, Brian J. Taylor, David D. Jensen, Henry G. Goldberg, John Komoroske
Relational data pre-processing techniques for improved securities fraud detection. KDD (2007)
Matthew J. Rattigan, Marc E. Maier, David D. Jensen
Using structure indices for efficient approximation of network properties. KDD (2006)