Karen E. Blackmon

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 5

Top Topics

Semi Supervised

Outlier Detection

Conditional Random Fields

Top Venues

J. Mach. Learn. Res.

Publications

Anli Liu, Thomas Thesen, William B. Barr, Chris Morrison, Patricia Dugan, Xiuyuan Hugh Wang, Michael R. Meager, Werner K. Doyle, Ruben Kuzniecky, Orrin Devinsky, Karen E. Blackmon
Parahippocampal and Entorhinal Resection Extent Predicts Verbal Memory Decline in an Epilepsy Surgery Cohort. J. Cogn. Neurosci. 29 (5) (2017)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Jennifer G. Dy, Carla E. Brodley
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy. MLHC (2016)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Jennifer G. Dy, Carla E. Brodley
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy. CoRR (2016)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Ruben Kuzniecky, Orrin Devinsky, Carla E. Brodley
Decrypting "Cryptogenic" Epilepsy: Semi-supervised Hierarchical Conditional Random Fields For Detecting Cortical Lesions In MRI-Negative Patients. J. Mach. Learn. Res. 17 (2016)
Yijun Zhao, Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Jennifer G. Dy, Carla E. Brodley, Ruben Kuzniecky, Orrin Devinsky
A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted Boltzmann Machines. KDD (2016)
Bilal Ahmed, Thomas Thesen, Karen E. Blackmon, Yijun Zhao, Orrin Devinsky, Ruben Kuzniecky, Carla E. Brodley
Hierarchical Conditional Random Fields for Outlier Detection: An Application to Detecting Epileptogenic Cortical Malformations. ICML (2014)
Karen E. Blackmon, William B. Barr, Ruben Kuzniecky, Jonathan DuBois, Chad Carlson, Brian T. Quinn, Mark Blumberg, Eric Halgren, Donald J. Hagler Jr., Mark Mikhly, Orrin Devinsky, Carrie R. McDonald, Anders M. Dale, Thomas Thesen
Phonetically irregular word pronunciation and cortical thickness in the adult brain. NeuroImage 51 (4) (2010)