Donald Geman

Publication Activity (10 Years)

Years Active: 1984-2023
Publications (10 Years): 9

Top Topics

Bayesian Framework

Fine Grained Categorization

Maximum Entropy

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

PLoS Comput. Biol.

Publications

Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin D. Haeffele, Donald Geman, René Vidal
Variational Information Pursuit for Interpretable Predictions. CoRR (2023)
Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin David Haeffele, Donald Geman, René Vidal
Variational Information Pursuit for Interpretable Predictions. ICLR (2023)
Aditya Chattopadhyay, Stewart Slocum, Benjamin D. Haeffele, René Vidal, Donald Geman
Interpretable by Design: Learning Predictors by Composing Interpretable Queries. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Aditya Chattopadhyay, Stewart Slocum, Benjamin D. Haeffele, René Vidal, Donald Geman
Interpretable by Design: Learning Predictors by Composing Interpretable Queries. CoRR (2022)
Yuchun Fang, Zhengye Xiao, Wei Zhang, Yan Huang, Liang Wang, Nozha Boujemaa, Donald Geman
Attribute Prototype Learning for Interactive Face Retrieval. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Qian Ke, Wikum Dinalankara, Laurent Younes, Donald Geman, Luigi Marchionni
Efficient representations of tumor diversity with paired DNA-RNA aberrations. PLoS Comput. Biol. 17 (6) (2021)
Neil Hallonquist, Donald Geman, Laurent Younes
Graph Discovery for Visual Test Generation. ICPR (2020)
Bahman Afsari, Theresa Guo, Michael Considine, Liliana Florea, Luciane T. Kagohara, Genevieve L. Stein-O'Brien, Dylan Kelley, Emily Flam, Kristina D. Zambo, Patrick K. Ha, Donald Geman, Michael F. Ochs, Joseph A. Califano, Daria A. Gaykalova, Alexander V. Favorov, Elana J. Fertig
Splice Expression Variation Analysis (SEVA) for inter-tumor heterogeneity of gene isoform usage in cancer. Bioinform. 34 (11) (2018)
Ehsan Jahangiri, Erdem Yörük, René Vidal, Laurent Younes, Donald Geman
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing. CoRR (2017)
Donald Geman, Hélyette Geman, Nassim Nicholas Taleb
Tail Risk Constraints and Maximum Entropy. Entropy 17 (6) (2015)
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
Confidence Sets for Fine-Grained Categorization and Plant Species Identification. Int. J. Comput. Vis. 111 (3) (2015)
Bahman Afsari, Elana J. Fertig, Donald Geman, Luigi Marchionni
switchBox: an R package for k-Top Scoring Pairs classifier development. Bioinform. 31 (2) (2015)
Donald Geman, Stuart Geman, Neil Hallonquist, Laurent Younes
Visual Turing test for computer vision systems. Proc. Natl. Acad. Sci. USA 112 (12) (2015)
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
Identification of plants from multiple images and botanical IdKeys. ICMR (2013)
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
Vantage Feature Frames for Fine-Grained Categorization. CVPR (2013)
Jaeyun Sung, Pan-Jun Kim, Shuyi Ma, Cory C. Funk, Andrew T. Magis, Yuliang Wang, Leroy E. Hood, Donald Geman, Nathan D. Price
Multi-study Integration of Brain Cancer Transcriptomes Reveals Organ-Level Molecular Signatures. PLoS Comput. Biol. 9 (7) (2013)
David M. Simcha, Laurent Younes, Martin J. Aryee, Donald Geman
Identification of direction in gene networks from expression and methylation. BMC Syst. Biol. 7 (2013)
Francisco Sánchez-Vega, Jason Eisner, Laurent Younes, Donald Geman
Learning Multivariate Distributions by Competitive Assembly of Marginals. IEEE Trans. Pattern Anal. Mach. Intell. 35 (2) (2013)
Erdem Yörük, Michael F. Ochs, Donald Geman, Laurent Younes
A Comprehensive Statistical Model for Cell Signaling. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (3) (2011)
François Fleuret, Ting Li, Charles Dubout, Emma K. Wampler, Steven Yantis, Donald Geman
Comparing machines and humans on a visual categorization test. Proc. Natl. Acad. Sci. USA 108 (43) (2011)
James A. Eddy, Leroy E. Hood, Nathan D. Price, Donald Geman
Identifying Tightly Regulated and Variably Expressed Networks by Differential Rank Conservation (DIRAC). PLoS Comput. Biol. 6 (5) (2010)
Marin Ferecatu, Donald Geman
A Statistical Framework for Image Category Search from a Mental Picture. IEEE Trans. Pattern Anal. Mach. Intell. 31 (6) (2009)
Xue Lin, Bahman Afsari, Luigi Marchionni, Leslie Cope, Giovanni Parmigiani, Daniel Q. Naiman, Donald Geman
The ordering of expression among a few genes can provide simple cancer biomarkers and signal BRCA1 mutations. BMC Bioinform. 10 (2009)
Donald Geman, Bahman Afsari, Aik Choon Tan, Daniel Q. Naiman
Microarray Classification from Several Two-Gene Expression Comparisons. ICMLA (2008)
James Ze Wang, Donald Geman, Jiebo Luo, Robert M. Gray
Real-World Image Annotation and Retrieval: An Introduction to the Special Section. IEEE Trans. Pattern Anal. Mach. Intell. 30 (11) (2008)
Lei Xu, Aik Choon Tan, Raimond L. Winslow, Donald Geman
Merging microarray data from separate breast cancer studies provides a robust prognostic test. BMC Bioinform. 9 (2008)
Marin Ferecatu, Donald Geman
Interactive Search for Image Categories by Mental Matching. ICCV (2007)
Lei Xu, Donald Geman, Raimond L. Winslow
Large-scale integration of cancer microarray data identifies a robust common cancer signature. BMC Bioinform. 8 (2007)
Sachin Gangaputra, Donald Geman
The Trace Model for Object Detection and Tracking. Toward Category-Level Object Recognition (2006)
James Ze Wang, Nozha Boujemaa, Alberto Del Bimbo, Donald Geman, Alexander G. Hauptmann, Jelena Tesic
Diversity in multimedia information retrieval research. Multimedia Information Retrieval (2006)
Donald Geman
Interactive image retrieval by mental matching. Multimedia Information Retrieval (2006)
Alexey Koloydenko, Donald Geman
Ordinal Coding of Image Microstructure. IPCV (2006)
Sachin Gangaputra, Donald Geman
A Design Principle for Coarse-to-Fine Classification. CVPR (2) (2006)
Donald Geman
In search of a unifying theory for image interpretation. ISIT (2006)
Hichem Sahbi, Donald Geman
A Hierarchy of Support Vector Machines for Pattern Detection. J. Mach. Learn. Res. 7 (2006)
Yuchun Fang, Donald Geman, Nozha Boujemaa
An interactive system for mental face retrieval. Multimedia Information Retrieval (2005)
Yuchun Fang, Donald Geman
Experiments in Mental Face Retrieval. AVBPA (2005)
Sachin Gangaputra, Donald Geman
A Unified Stochastic Model for Detecting and Tracking Faces. CRV (2005)
Aik Choon Tan, Daniel Q. Naiman, Lei Xu, Raimond L. Winslow, Donald Geman
Simple decision rules for classifying human cancers from gene expression profiles. Bioinform. 21 (20) (2005)
Lei Xu, Aik Choon Tan, Daniel Q. Naiman, Donald Geman, Raimond L. Winslow
Robust prostate cancer marker genes emerge from direct integration of inter-study microarray data. Bioinform. 21 (20) (2005)
Xiaodong Fan, Donald Geman
Hierarchical Object Indexing and Sequential Learning. ICPR (3) (2004)
Sachin Gangaputra, Donald Geman
Self-Normalized Linear Tests. CVPR (2) (2004)
Yali Amit, Donald Geman, Xiaodong Fan
A Coarse-to-Fine Strategy for Multiclass Shape Detection. IEEE Trans. Pattern Anal. Mach. Intell. 26 (12) (2004)
Christian d'Avignon, Donald Geman
Tree-Structured Neural Decoding. J. Mach. Learn. Res. 4 (2003)
François Fleuret, Donald Geman
Fast Face Detection with Precise Pose Estimation. ICPR (1) (2002)
Hichem Sahbi, Donald Geman, Nozha Boujemaa
Face detection using coarse-to-fine support vector classifiers. ICIP (3) (2002)
François Fleuret, Donald Geman
Coarse-to-Fine Face Detection. Int. J. Comput. Vis. 41 (1/2) (2001)
Donald Geman, Bruno Jedynak
Model-based classification trees. IEEE Trans. Inf. Theory 47 (3) (2001)
Yali Amit, Donald Geman
A Computational Model for Visual Selection. Neural Comput. 11 (7) (1999)
Yali Amit, Donald Geman
Shape Quantization And Recognition With Randomized Trees. Neural Comput. 9 (7) (1997)
Donald Geman, Bruno Jedynak
An Active Testing Model for Tracking Roads in Satellite Images. IEEE Trans. Pattern Anal. Mach. Intell. 18 (1) (1996)
Donald Geman, Chengda Yang
Nonlinear image recovery with half-quadratic regularization. IEEE Trans. Image Process. 5 (7) (1995)
Donald Geman, George Reynolds
Constrained Restoration and the Recovery of Discontinuities. IEEE Trans. Pattern Anal. Mach. Intell. 14 (3) (1992)
Stuart Geman, Donald E. McClure, Donald Geman
A nonlinear filter for film restoration and other problems in image processing. CVGIP Graph. Model. Image Process. 54 (4) (1992)
Donald Geman, Stuart Geman, Christine Graffigne, Ping Dong
Boundary Detection by Constrained Optimization. IEEE Trans. Pattern Anal. Mach. Intell. 12 (7) (1990)
Donald Geman
Stochastic model for boundary detection. Image Vis. Comput. 5 (2) (1987)
Haluk Derin, Howard Elliott, Roberto Cristi, Donald Geman
Bayes Smoothing Algorithms for Segmentation of Binary Images Modeled by Markov Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 6 (6) (1984)
Stuart Geman, Donald Geman
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images. IEEE Trans. Pattern Anal. Mach. Intell. 6 (6) (1984)
Howard Elliott, Haluk Derin, Roberto Cristi, Donald Geman
Application of the Gibbs distribution to image segmentation. ICASSP (1984)
Haluk Derin, Howard Elliott, Roberto Cristi, Donald Geman
Bayes smoothing algorithms for segmentation of images modeled by Markov random fields. ICASSP (1984)