Glenn Fung
Affiliations:- American Family Insurance, Madison, WI, USA
- University of Wisconsin-Madison, Grainger Institute for Engineering, WI, USA
- Siemens Medical Solutions, Malvern, PA, USA
According to our database1,
Glenn Fung
authored at least 94 papers
between 2000 and 2023.
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Bibliography
2023
Optim. Methods Softw., January, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Proc. VLDB Endow., 2021
Frontiers Appl. Math. Stat., 2021
CoRR, 2021
Weighting vectors for machine learning: numerical harmonic analysis applied to boundary detection.
CoRR, 2021
CoRR, 2021
Graph Neural Networks to Predict Customer Satisfaction Following Interactions with a Corporate Call Center.
CoRR, 2021
Document Classification and Information Extraction framework for Insurance Applications.
Proceedings of the Third International Conference on Transdisciplinary AI, 2021
Proceedings of the Third International Conference on Transdisciplinary AI, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the Second Workshop on Simple and Efficient Natural Language Processing, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
WIREs Data Mining Knowl. Discov., 2020
Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020
Proceedings of the 1st Workshop on Data Science with Human in the Loop, 2020
Using Optimal Embeddings to Learn New Intents with Few Examples: An Application in the Insurance Domain.
Proceedings of the KDD 2020 Workshop on Conversational Systems Towards Mainstream Adoption co-located with the 26TH ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD 2020), 2020
Optimizing Nondecomposable Data Dependent Regularizers via Lagrangian Reparameterization Offers Significant Performance and Efficiency Gains.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Frontiers Appl. Math. Stat., 2019
Frontiers Appl. Math. Stat., 2019
Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass Index Range Estimation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019
Proceedings of the 2019 International Conference on Management of Data, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Probabilistic-Logic Bots for Efficient Evaluation of Business Rules Using Conversational Interfaces.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proc. VLDB Endow., 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017
Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
2016
J. Optim. Theory Appl., 2016
Using Temporal Discovery and Data-Driven Journey-Maps to Predict Customer Satisfaction.
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
2015
Artif. Intell. Medicine, 2015
2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
Optim. Methods Softw., 2013
2012
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012
Building Hospital-Specific Readmission Risk Prediction Models for Heart Failure, Acute Myocardial Infarction and Pneumonia patients.
Proceedings of the AMIA 2012, 2012
2011
Equivalence of Minimal <i>ℓ</i><sub>0</sub>- and <i>ℓ</i><sub><i>p</i></sub>-Norm Solutions of Linear Equalities, Inequalities and Linear Programs for Sufficiently Small <i>p</i>.
J. Optim. Theory Appl., 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
2010
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the UAI 2010, 2010
Proceedings of the SIAM International Conference on Data Mining, 2010
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
2009
J. Mach. Learn. Res., 2009
Proceedings of the IJCAI 2009, 2009
Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data.
Proceedings of the International Conference on Machine Learning and Applications, 2009
2008
Proceedings of the Rule Extraction from Support Vector Machines, 2008
ACM Trans. Knowl. Discov. Data, 2008
IEEE Trans. Biomed. Eng., 2008
Optim. Methods Softw., 2008
Proceedings of the SIAM International Conference on Data Mining, 2008
Does a Mammography CAD Algorithm with Varying Filtering Levels of Detection Marks, Used to Reduce the False Mark Rate, Adversely Affect the Detection of Small Masses?.
Proceedings of the Digital Mammography, 2008
Optimizing the CAD Process for Detecting Mammographic Lesions by a New Generation Algorithm Using Linear Classifiers and a Gradient Based Approach.
Proceedings of the Digital Mammography, 2008
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Learning Sparse Kernels from 3D Surfaces for Heart Wall Motion Abnormality Detection.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information.
Knowl. Inf. Syst., 2007
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Automated Heart Wall Motion Abnormality Detection from Ultrasound Images Using Bayesian Networks.
Proceedings of the IJCAI 2007, 2007
Proceedings of the IJCAI 2007, 2007
Reducing a Biomarkers List via Mathematical Programming: Application to Gene Signatures to Detect Time-Dependent Hypoxia in Cancer.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Fast Optimization Methods for L1 Regularization: A Comparative Study and Two New Approaches.
Proceedings of the Machine Learning: ECML 2007, 2007
2006
Comput. Manag. Sci., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Addressing Image Variability While Learning Classifiers for Detecting Clusters of Micro-calcifications.
Proceedings of the Digital Mammography, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006
Proceedings of the Machine Learning: ECML 2006, 2006
2005
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005
2004
Comput. Optim. Appl., 2004
Proceedings of the Machine Learning, 2004
A methodology for training and validating a CAD system and potential pitfalls.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
CAD for polyp detection: an invaluable tool to meet the increasing need for colon-cancer screening.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Neurocomputing, 2003
Proceedings of the Richard Tapia Celebration of Diversity in Computing Conference 2003, 2003
Proceedings of the Computational Learning Theory and Kernel Machines, 2003
2002
Proceedings of the Second SIAM International Conference on Data Mining, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2001
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001
2000
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000