Donald Geman

62 papers A* 4B 4C 1Misc 2Journal 39Unranked 12
YearRankTypeTitle / Venue / Authors
2025 B conf
GeneCover: A Combinatorial Approach for Label-Free Marker Gene Selection.
RECOMB
An Wang, Stephanie Hicks, Donald Geman, Laurent Younes
2024 A* conf
Performance Bounds for Active Binary Testing with Information Maximization.
ICML
Aditya Chattopadhyay, Benjamin David Haeffele, René Vidal, Donald Geman
2023 J jnl
Interpretable by Design: Learning Predictors by Composing Interpretable Queries.
IEEE Trans. Pattern Anal. Mach. Intell.
Aditya Chattopadhyay, Stewart Slocum, Benjamin D. Haeffele, René Vidal, Donald Geman
2023 A* conf
Variational Information Pursuit for Interpretable Predictions.
ICLR
Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin David Haeffele, Donald Geman, René Vidal
2023 J jnl
Variational Information Pursuit for Interpretable Predictions.
CoRR
Aditya Chattopadhyay, Kwan Ho Ryan Chan, Benjamin D. Haeffele, Donald Geman, René Vidal
2022 J jnl
Interpretable by Design: Learning Predictors by Composing Interpretable Queries.
CoRR
Aditya Chattopadhyay, Stewart Slocum, Benjamin D. Haeffele, René Vidal, Donald Geman
2021 J jnl
Attribute Prototype Learning for Interactive Face Retrieval.
IEEE Trans. Inf. Forensics Secur.
Yuchun Fang, Zhengye Xiao, Wei Zhang, Yan Huang, Liang Wang, Nozha Boujemaa, Donald Geman
2021 J jnl
Efficient representations of tumor diversity with paired DNA-RNA aberrations.
PLoS Comput. Biol.
Qian Ke, Wikum Dinalankara, Laurent Younes, Donald Geman, Luigi Marchionni
2020 B conf
Graph Discovery for Visual Test Generation.
ICPR
Neil Hallonquist, Donald Geman, Laurent Younes
2018 J jnl
Splice Expression Variation Analysis (SEVA) for inter-tumor heterogeneity of gene isoform usage in cancer.
Bioinform.
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
2017 J jnl
Information Pursuit: A Bayesian Framework for Sequential Scene Parsing.
CoRR
Ehsan Jahangiri, Erdem Yörük, René Vidal, Laurent Younes, Donald Geman
2015 J jnl
Confidence Sets for Fine-Grained Categorization and Plant Species Identification.
Int. J. Comput. Vis.
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
2015 J jnl
Tail Risk Constraints and Maximum Entropy.
Entropy
Donald Geman, Hélyette Geman, Nassim Nicholas Taleb
2015 J jnl
Visual Turing test for computer vision systems.
Proc. Natl. Acad. Sci. USA
Donald Geman, Stuart Geman, Neil Hallonquist, Laurent Younes
2015 J jnl
switchBox: an R package for k-Top Scoring Pairs classifier development.
Bioinform.
Bahman Afsari, Elana J. Fertig, Donald Geman, Luigi Marchionni
2013 J jnl
Identification of direction in gene networks from expression and methylation.
BMC Syst. Biol.
David M. Simcha, Laurent Younes, Martin J. Aryee, Donald Geman
2013 B conf
Identification of plants from multiple images and botanical IdKeys.
ICMR
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
2013 J jnl
Learning Multivariate Distributions by Competitive Assembly of Marginals.
IEEE Trans. Pattern Anal. Mach. Intell.
Francisco Sánchez-Vega, Jason Eisner, Laurent Younes, Donald Geman
2013 J jnl
Multi-study Integration of Brain Cancer Transcriptomes Reveals Organ-Level Molecular Signatures.
PLoS Comput. Biol.
Jaeyun Sung, Pan-Jun Kim, Shuyi Ma, Cory C. Funk, Andrew T. Magis, Yuliang Wang, Leroy E. Hood, Donald Geman, Nathan D. Price
2013 A* conf
Vantage Feature Frames for Fine-Grained Categorization.
CVPR
Asma Rejeb Sfar, Nozha Boujemaa, Donald Geman
2011 J jnl
A Comprehensive Statistical Model for Cell Signaling.
IEEE ACM Trans. Comput. Biol. Bioinform.
Erdem Yörük, Michael F. Ochs, Donald Geman, Laurent Younes
2011 J jnl
Comparing machines and humans on a visual categorization test.
Proc. Natl. Acad. Sci. USA
François Fleuret, Ting Li, Charles Dubout, Emma K. Wampler, Steven Yantis, Donald Geman
2010 J jnl
Identifying Tightly Regulated and Variably Expressed Networks by Differential Rank Conservation (DIRAC).
PLoS Comput. Biol.
James A. Eddy, Leroy E. Hood, Nathan D. Price, Donald Geman
2009 J jnl
A Statistical Framework for Image Category Search from a Mental Picture.
IEEE Trans. Pattern Anal. Mach. Intell.
Marin Ferecatu, Donald Geman
2009 J jnl
The ordering of expression among a few genes can provide simple cancer biomarkers and signal BRCA1 mutations.
BMC Bioinform.
Xue Lin, Bahman Afsari, Luigi Marchionni, Leslie Cope, Giovanni Parmigiani, Daniel Q. Naiman, Donald Geman
2008 J jnl
Merging microarray data from separate breast cancer studies provides a robust prognostic test.
BMC Bioinform.
Lei Xu, Aik Choon Tan, Raimond L. Winslow, Donald Geman
2008 C conf
Microarray Classification from Several Two-Gene Expression Comparisons.
ICMLA
Donald Geman, Bahman Afsari, Aik Choon Tan, Daniel Q. Naiman
2008 J jnl
Real-World Image Annotation and Retrieval: An Introduction to the Special Section.
IEEE Trans. Pattern Anal. Mach. Intell.
James Ze Wang, Donald Geman, Jiebo Luo, Robert M. Gray
2007 A* conf
Interactive Search for Image Categories by Mental Matching.
ICCV
Marin Ferecatu, Donald Geman
2007 J jnl
Large-scale integration of cancer microarray data identifies a robust common cancer signature.
BMC Bioinform.
Lei Xu, Donald Geman, Raimond L. Winslow
2006 — conf
A Design Principle for Coarse-to-Fine Classification.
CVPR (2)
Sachin Gangaputra, Donald Geman
2006 J jnl
A Hierarchy of Support Vector Machines for Pattern Detection.
J. Mach. Learn. Res.
Hichem Sahbi, Donald Geman
2006 — conf
Diversity in multimedia information retrieval research.
Multimedia Information Retrieval
James Ze Wang, Nozha Boujemaa, Alberto Del Bimbo, Donald Geman, Alexander G. Hauptmann, Jelena Tesic
2006 B conf
In search of a unifying theory for image interpretation.
ISIT
Donald Geman
2006 — conf
Interactive image retrieval by mental matching.
Multimedia Information Retrieval
Donald Geman
2006 — conf
Ordinal Coding of Image Microstructure.
IPCV
Alexey Koloydenko, Donald Geman
2006 — conf
The Trace Model for Object Detection and Tracking.
Toward Category-Level Object Recognition
Sachin Gangaputra, Donald Geman
2005 — conf
A Unified Stochastic Model for Detecting and Tracking Faces.
CRV
Sachin Gangaputra, Donald Geman
2005 — conf
An interactive system for mental face retrieval.
Multimedia Information Retrieval
Yuchun Fang, Donald Geman, Nozha Boujemaa
2005 — conf
Experiments in Mental Face Retrieval.
AVBPA
Yuchun Fang, Donald Geman
2005 J jnl
Robust prostate cancer marker genes emerge from direct integration of inter-study microarray data.
Bioinform.
Lei Xu, Aik Choon Tan, Daniel Q. Naiman, Donald Geman, Raimond L. Winslow
2005 J jnl
Simple decision rules for classifying human cancers from gene expression profiles.
Bioinform.
Aik Choon Tan, Daniel Q. Naiman, Lei Xu, Raimond L. Winslow, Donald Geman
2004 J jnl
A Coarse-to-Fine Strategy for Multiclass Shape Detection.
IEEE Trans. Pattern Anal. Mach. Intell.
Yali Amit, Donald Geman, Xiaodong Fan
2004 — conf
Hierarchical Object Indexing and Sequential Learning.
ICPR (3)
Xiaodong Fan, Donald Geman
2004 — conf
Self-Normalized Linear Tests.
CVPR (2)
Sachin Gangaputra, Donald Geman
2003 J jnl
Tree-Structured Neural Decoding.
J. Mach. Learn. Res.
Christian d'Avignon, Donald Geman
2002 — conf
Face detection using coarse-to-fine support vector classifiers.
ICIP (3)
Hichem Sahbi, Donald Geman, Nozha Boujemaa
2002 — conf
Fast Face Detection with Precise Pose Estimation.
ICPR (1)
François Fleuret, Donald Geman
2001 J jnl
Coarse-to-Fine Face Detection.
Int. J. Comput. Vis.
François Fleuret, Donald Geman
2001 J jnl
Model-based classification trees.
IEEE Trans. Inf. Theory
Donald Geman, Bruno Jedynak
1999 J jnl
A Computational Model for Visual Selection.
Neural Comput.
Yali Amit, Donald Geman
1997 J jnl
Shape Quantization And Recognition With Randomized Trees.
Neural Comput.
Yali Amit, Donald Geman
1996 J jnl
An Active Testing Model for Tracking Roads in Satellite Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Donald Geman, Bruno Jedynak
1995 J jnl
Nonlinear image recovery with half-quadratic regularization.
IEEE Trans. Image Process.
Donald Geman, Chengda Yang
1992 J jnl
A nonlinear filter for film restoration and other problems in image processing.
CVGIP Graph. Model. Image Process.
Stuart Geman, Donald E. McClure, Donald Geman
1992 J jnl
Constrained Restoration and the Recovery of Discontinuities.
IEEE Trans. Pattern Anal. Mach. Intell.
Donald Geman, George Reynolds
1990 J jnl
Boundary Detection by Constrained Optimization.
IEEE Trans. Pattern Anal. Mach. Intell.
Donald Geman, Stuart Geman, Christine Graffigne, Ping Dong
1987 J jnl
Stochastic model for boundary detection.
Image Vis. Comput.
Donald Geman
1984 Misc conf
Application of the Gibbs distribution to image segmentation.
ICASSP
Howard Elliott, Haluk Derin, Roberto Cristi, Donald Geman
1984 J jnl
Bayes Smoothing Algorithms for Segmentation of Binary Images Modeled by Markov Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell.
Haluk Derin, Howard Elliott, Roberto Cristi, Donald Geman
1984 Misc conf
Bayes smoothing algorithms for segmentation of images modeled by Markov random fields.
ICASSP
Haluk Derin, Howard Elliott, Roberto Cristi, Donald Geman
1984 J jnl
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Stuart Geman, Donald Geman