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Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy.

B. Ahmed, T. Thesen, K. Blackmon, R. Kuzniecky, O. Devinsky, J. Dy, and C. Brodley. MLHC, volume 56 of JMLR Workshop and Conference Proceedings, page 115-133. JMLR.org, (2016)

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G. Daiß

Jennifer Haug University of Stuttgart

Jennifer Krauter University of Stuttgart

G. Wagner

Dr. Michael Dyballa University of Stuttgart

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Detection of the dermis/epidermis boundary in reflectance confocal images using multi-scale classifier with adaptive texture features.S. Kurugol, J. Dy, M. Rajadhyaksha, and D. Brooks. ISBI, page 492-495. IEEE, (2008)Modeling Multiple Annotator Expertise in the Semi-Supervised Learning Scenario.Y. Yan, R. Rosales, G. Fung, and J. Dy. UAI, page 674-682. AUAI Press, (2010)Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images.J. Dy, C. Brodley, A. Kak, L. Broderick, and A. Aisen. IEEE Trans. Pattern Anal. Mach. Intell., 25 (3): 373-378 (2003)Neural Topographic Factor Analysis for fMRI Data.E. Sennesh, Z. Khan, J. Dy, A. Satpute, J. Hutchinson, and J. van de Meent. CoRR, (2019)Adaptive Nonparametric Variational Autoencoder.T. Zhao, Z. Wang, A. Masoomi, and J. Dy. CoRR, (2019)Can VAEs Generate Novel Examples?A. Bozkurt, B. Esmaeili, D. Brooks, J. Dy, and J. van de Meent. CoRR, (2018)Monitoring Motor Fluctuations in Patients With Parkinson's Disease Using Wearable Sensors.S. Patel, K. Lorincz, R. Hughes, N. Huggins, J. Growdon, D. Standaert, M. Akay, J. Dy, M. Welsh, and P. Bonato. IEEE Trans. Information Technology in Biomedicine, 13 (6): 864-873 (2009)Virtual machine monitor-based lightweight intrusion detection.F. Azmandian, M. Moffie, M. Alshawabkeh, J. Dy, J. Aslam, and D. Kaeli. Operating Systems Review, 45 (2): 38-53 (2011)A Non-parametric Approach to Detect Epileptogenic Lesions using Restricted Boltzmann Machines.Y. Zhao, B. Ahmed, T. Thesen, K. Blackmon, J. Dy, C. Brodley, R. Kuzniecky, and O. Devinsky. KDD, page 373-382. ACM, (2016)Interactive Kernel Dimension Alternative Clustering on GPUs.X. Li, C. Wu, S. Dong, J. Dy, and D. Kaeli. ASONAM, page 885-892. IEEE Computer Society, (2018)