Past Post-Doctoral Fellows
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Mayank Baranwal (2018-2020), Adjunct Professor, IIT Bombay, India
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Rohit Gupta (2019-2020), Unknown employment.
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Lin Zhou (2018-2020), Assistant Professor, Beihang University, Beijing
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Salimeh Yasaei Sekeh (2016-2019), Asst. Prof at the University of Maine,Orono.
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Abram Magner (2018-2019), Asst. Prof at the State University of New York at Albany.
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Farshad Harirchi (2017-2018), Research Staff, Scientific Research Laboratory, Ford
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Hye Won Chung (2014-2017), Asst. Prof at KAIST, Seoul.
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(Easton) Li Xu (2017-2018), Asst Prof at Chinese Academy of Sciences.
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Sijia Liu (2016-2017), research staff member, MIT-IBM Watson AI Lab, IBM research
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Yasin Yilmaz (2014-2016), Asst. Prof at University of South Florida
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Taposh Banerjee (2014-2015), Asst Prof at University of Texas, San Antonio (formerly Postdoc at Harvard).
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Jie Chen (2014-2015), Asst. Prof at Northwestern Polytechnic University, China.
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Goran Marjanovic (2013-2014), Univ South Wales, Australia
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Greg Newstadt, (2012-2014), Software Engineer at Google, Inc.
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Alex Kulesza, (2012-2014) Postdoc at Univ of Michigan
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Joyce Liu, (2012-2013) Postdoc at UC Berkeley and UPenn
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Dennis Wei (2011-2013) (.html), IBM Watson Research
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Sung Jin Hwang, (2012), Software Engineer at Google, Inc.
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Koby Todros (2010-2012), Assistant Professor, Ben Gurion Univ, Israel.
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Francesca Bassi (2011-2012), Research Scientist, ENST Paris.
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Roni Mittelman (2010-2011), Post-doc Univ of Michigan.
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Xu Chen (2010-2011) (.html). Research Engineer. Sharp Labs of America.
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Ami Wiesel (2007-2009), Associate Professor, Hebrew University, ami at cs.huji.ac.il
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Eran Bashan (2008) CEO Hygiea Inc, bashan@umich.edu
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Nicolas Dobigeon (2007), Professor ENSEEIHT (Toulouse)
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Mark Kliger (2006-2007), CTO Medasense Biometrics, Ltd, mkliger at medasense.com
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Neal Patwari (2005-2006), Associate Professor University of Utah, npatwari at ece.utah.edu
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Raviv Raich (2004-2007), Associate Professor Oregon State University, raich at eecs.oregonstate.edu
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Pei-Jung Chung (2004), Lecturer, University of Edinborough, UK, peijung_chung at yahoo.com
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Cyrille Hory (2003-2004), Research Staff INRETS, Paris France hory at inrets.fr.
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Christophe Vignat (2000-2001), Professor Univ. of Paris XI, Paris France. Christophe.VIGNAT at lss.supelec.fr.
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Stephane Chretien, (1995-1998), Associate Professor University of Besancon, Besancon, France, chretien at descartes.univ-fcomte.fr
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Olivier Michel, (1993-1994), Professor INP, Grenoble, France olivier.michel at gipsa-lab.grenoble-inp.fr
Former PhD Students
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Yun Wei, Post-doc at SAMSI. Thesis title: Theoretical Foundations for Clustering and Screening Heterogeneous and High dimensional Data. (.pdf). Dept of Mathematics (AIM), Jan. 2020.
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Morteza Noshad, Post-doc at Stanford University. Thesis title: Estimation of Information Measures and Applications in Machine Learning (.pdf). Dept of EECS, Jan. 2020.
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Joel LeBlanc, Michigan Tech Research Institute, Ann Arbor. Thesis title: Optical Systems Identification for Passive Electro-Optical Imaging (.pdf). Dept of EECS, Jan. 2020.
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Brandon Oselio, Postdoc Univ of Michigan. Thesis title: Models and Inference with Network Structure (.pdf). Dept of EECS, Jan. 2020
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Elizabeth Hou, Research Staff, STR, Boston MA. Thesis title: Anomaly Detection and Sequential Filtering with Partial Observations, (.pdf). Dept. of EECS, Jan. 2020.
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Tianpei Xie, Applied Scientist, Amazon. Thesis title: Robust Learning from Multiple Information Sources, (.pdf). Dept of EECS May 2017.
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Kristjan Greenewald, Post-doc Dept. of Statistics University of Michigan, Thesis title: High dimensional covariance estimation for spatio-temporal processes, (.pdf). Dept of EECS Jan. 2017.
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Pin-Yu Chen , Research Staff Member, IBM Watson. Thesis title: Analysis and actions on graph data, (.pdf). Dept of EECS Sept. 2016.
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Kevin Moon, Post-doc Yale University. Thesis title: Nonparametric Estimation of Distributional Functionals and Applications, (.pdf). Dept of EECS Aug. 2016.
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Yu-Hui Chen . Software Engineer, Google, Mountain View. Thesis title: Multimodal Image Fusion and Its Applications, (.pdf). Dept of EECS Nov. 2015.
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Dae-Yon Jung . Research Scientist, Korean manpower establishment. Thesis title: Feature Selection and Non-Euclidean Dimensionality Reduction: Application to Electrocardiology, (.pdf). Dept of EECS June 2015.
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Hamed Firouzi. Vice President, Goldman Sachs, New York, NY. Thesis title “High Dimensional Correlation Networks and Their Applications.” (.pdf).Dept of EECS Feb. 2015.
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Zhaoshi Meng. Senior researcher at Vicarious, Inc., San Francisco CA. Thesis title “Distributed learning, prediction and detection in probabilistic graphs.” Dept of EECS Aug. 2014.
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Jeffrey Calder. Assistant Professor of Mathematics, University of Minnesota. Formerly, Morrey Assistant Professor of Mathematics at UC Berkeley. Thesis title “Hamilton-Jacobi equations for sorting and percolation problems,” (.pdf) . Dept. Mathematics, AIM Program, Apr. 2014. (Co-chair Selim Esedoglu).
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Ko-Jen (Mark) Hsiao. Senior research scientist at Netflix, Inc. Thesis title “Combining Disparate Information for Machine Learning,” (.pdf) . Dept. EECS Apr. 2014.
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Ted Tsiligkaridis . Technical Staff, MIT Lincoln Laboratory, Lexington MA. High Dimensional Separable Representations for Statistical Estimation and Controlled Sensing, (.pdf) . Dept. EECS Dec. 2013.
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Se-Un Park . Research staff, Schlumberger Research, Cambridge MA. Reconstruction, Classification, and Segmentation for Computational Microscopy, (.pdf) . Dept. EECS Aug. 2013.
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Paul Shearer , (shearer.pr at gmail.com). Data scientist at MassMutual Financial Group, Boston MA. Separable inverse problems, blind deconvolution, and stray light correction for extreme ultraviolet solar images, (.pdf) , Program in Applied and Interdisciplinary Mathematics, May 2013. (Co-chairs Anna Gilbert and Rich Frazin).
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Greg Newstadt (newstage37 at gmail.com). Software Engineer, Google, Inc, Pittsburgh PA. Adaptive sensing techniques for dynamic target tracking and detection with applications to synthetic aperture radars, (.pdf) , Dept. EECS, Jan 2013.
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Tzu-Yu Liu (joyliu@umich.edu). Senior machine learning scientist, Freenome, San Francisco. Thesis Statistical Learning for Sample-Limited High-dimensional Problems with Application to Biomedical Data (.pdf) , Dept. EECS, Jan 2013. (Co-chair Clayton Scott).
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Sung Jin Hwang (ssjh@umich.edu). Software Engineer at Google, Inc, Mountain View, CA. Thesis Geometric representation of high dimensional data , (.pdf) , Dept. EECS, Oct 2012. (Co-chair Steven Damelin).
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Kevin Xu (xukevin@umich.edu). Assistant Professor, University of Toledo, OH. Thesis ,Computational methods for learning and inference on dynamic networks (.pdf) , Dept. EECS, May 2012.
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Kumar Sricharan (kksreddy@umich.edu). Principal Data Scientist, Intuit. Thesis Neighborhood graphs for estimation of density functionals, (.pdf) , Dept. EECS, April 2012.
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Arnau Tibau Puig (arnau.tibau@gmail.com). Director of Data Science, LetGo, Barcelona. Thesis Learning from high-dimensional multivariate signals, (.pdf) , Dept. EECS, Jan 2012.
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Yilun Chen (alwyn.chen@gmail.com). Vice President – Engineering, Join Intelligent Solution. Shanghai China. Thesis Regularized Estimation of High-dimensional Covariance Matrices (.pdf) , Dept. EECS, March 2011.
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Yongsheng Huang (huangys@umich.edu). Software Engineer, DataBricks Boston. Thesis (Bioinformatics) Integrative Statistical Learning and Applications in Predicting Features of Diseases and Health (.pdf) , Bioinformatics Program, Jan 2011. (Co-chair Jay Hess).
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Patrick Harrington (plhjr@umich.edu). Head of Machine Learning and Risk, Square Inc. Thesis (Bioinformatics) Inverse problems in high dimensional stochastic systems under uncertainty, (.pdf) , Bioinformatics Program, Aug. 2010.
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Kevin Carter (kmcarter@umich.edu). Principal Program Manager Lead, Microsoft, Inc. Formerly Associate Group Leader, at MIT Lincoln Laboratory. Thesis (EECS) Dimensionality Reduction on Statistical Manifolds, (.pdf) , Dept. of EECS, Dec. 2008.
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Arvind Rao (ukarvind@umich.edu). Associate Professor, Dept. of Computational Biology and Bioinformatics, University of Michigan. Thesis (EECS/Bioinformatics) Prospective identification of long-range transcriptional regulatory regions via integrative genomics, (.pdf) . Bioinformatics Program and Dept. of EECS, July 2008. (Co-chairs David states and Douglas Engel).
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Eran Bashan (bashan@umich.edu). CEO, Director and Founder, Hygiea Inc, Ann Arbor MI. Thesis (EECS) Efficient resource allocation schemes for search, (.pdf) , Dept. EECS, May 2008. (Co-chair Jeffrey Fessler).
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Jay Marble , Senior EW Engineer at URS Federal Services, Bloomington IN. Thesis (EECS) Advances in surface penetrating technologies for imaging, detection, and classification, (.pdf) . Dept. EECS, Dec. 2007.
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Raghuram Rangarajan . Principal Engineer at Mimosa Networks, San Jose CA. Thesis (EECS) Resource constrained adaptive sensing, (.pdf) , Dept. EECS, Aug 2006.
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Derek Justice (djusticed at mmm.com). Research Staff at SAS Institute Inc, Raleigh NC. Thesis (EECS) “Inference methods for message endpoint localization in networks,” (.pdf) , Dept. EECS, Aug. 2006.
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Dongxiao Zhu (dongxiaozhu at gmail.com). Associate Professor at Wayne State University, Detroit MI. Thesis (EECS) “Reconstructing Signaling Pathways from High Throughput Data” (.pdf) , Dept. EECS, May 2006.
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Doron Blatt (dblatt at DRWHoldings.com). Head of Algorithmic Trading at DRW Trading Group, Chicago IL. Thesis (EECS) “Performance Evaluation and Optimization for Inference Systems: Model Uncertainty, Distributed Implementation, and Active Sensing,” (.pdf) . Dept. EECS, May 2006.
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Michael Ting (mting@umich.edu). Software developer at Criteo, Paris France. Thesis (EECS) “Signal Processing for Magnetic Resonance Force Microscopy,” (.pdf) , Dept. EECS, May 2006.
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Neal Patwari (npatwari at ece.utah.edu). Professor at Washington University, St Louis. Thesis (EECS) Location estimation in sensor networks (.pdf) , Dept. EECS, Sept. 2005.
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Jose Costa . Quantitative Analyst at Teza Technologies, Chicago. Thesis (EECS) (.pdf) Random graphs for structure discovery in high dimensional data , Dept. EECS, Aug. 2005.
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Chris Kreucher (christopher.kreucher@umich.edu). Senior Systems Engineer at Integrity Applications Incorporated in Ann Arbor, MI. Thesis (EECS) (.pdf) An information-based approach to sensor resource allocation , Dept. EECS, Feb. 2005.
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Clyde Shih (mfshih at gmail.com). Senior Machine Learning Scientist, Apple, Inc. Thesis (EECS) (.pdf) Unicast Internet Tomography , Dept. EECS, Jan. 2005.
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Huzefa Neemuchwala . Senior Director for Data and Digital Solutions, Medtronic. Thesis (Biomedical Engineering) (.pdf) Entropic graphs for image registration , Dept. Biomedical Engineering, Jan. 2005.
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Tom Kragh (thomas.kragh at baesystems.com). Senior Principal Research Engineer, BAE Systems Inc, NH. Thesis (EECS) (.pdf) : Tradeoffs and limitations in statistically based image reconstruction problems , Dept. EECS, Sept. 2002.
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Jia Li (li4 at oakland.edu). Associate Professor at Oakland University, MI. PhD Thesis (Biomedical Engineering) (.pdf) : Three dimensional shape modeling: segmentation, reconstruction and registration , Dept. BME, Jan. 2002,
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Mahesh Godavarti (mgodavarti at ditechnetworks.com). Chief Scientist at Ditech Networks (mgodavarti at ditechnetworks.com). Thesis (EECS) (.pdf) : Antenna arrays in wireless communications, , Dept. EECS, July 2001.
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Riten (Robby) Gupta Research Staff TRW Inc, Los Angeles (Riten.Gupta at trw.com). Thesis (EECS) (.pdf) : Quantization Strategies for Low-Power Communications, , Dept. EECS, May 2001.
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Hyungsoo Kim, Research Engineer at Samsung Electronics, Korea (hns.kim at samsung.com, dearhs at hotmail.com). Thesis (EECS) (.pdf) : Adaptive target detection in radar imaging, , Dept. EECS, Jan. 2001.
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Bing Ma , Assistant Professor, University of Nevada, Las Vegas NV. (bingm@umich.edu). Thesis (EECS) (.pdf) : `Parametric and non-parametric approaches for multisensor data fusion Dept. EECS, Jan. 2001.
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Robinson Piramuthu , Principal Research Scientist and Director of Computer Vision at eBay Research Labs. Thesis (EECS) Robust fusion of MRI and ECT data, and acceleration of EM algorithm using proximal point approach , Dept. of EECS, May 2000.
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Anne Sauve , Data Scientist at Cisco. PhD Thesis System modeling, sampling, interpolation and iterative reconstruction for the 3D Compton camera, Dept. of EECS, Jan. 2000.
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Steven Titus, CTO, BIS Global, Raleigh NC. Formerly Director of Engineering at Echo360, Raleigh NC. Thesis (EECS) Improved penalized likelihood image reconstruction of anatomically correlated emission computed tomography data , Dept. EECS, Oct. 1996. (Co-chair Jeffrey Fessler).
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Ilan Sharfer, Senior Algorithms Engineer, ECI Telecom, Israel. PhD Thesis Recursive algorithms for digital communications using the discrete wavelet transform , Dept. EECS, Oct. 1996
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Mohammad Usman, Vice President of Engineering, Masimo Corporation, Irvine CA (usman92691 at gmail.com). Thesis (EECS) Biased and unbiased Cramer-Rao bounds: computational issues and applications (.pdf) , Dept. EECS, Aug. 1994.
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Ron Delap, Professor and Dean of Engineering and Engineering Technology, LeTourneau University, Longview TX. PhD Thesis ADEPT: Task Specific Adaptive Beamforming , Dept. EECS, May 1994.
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Nick Antoniadis, Professor of Computer Engineering, TEI of Epirus, Greece. Thesis (EECS) Time Delay Estimation for Inhomogeneous Poisson Processes in the Presence of Gaussian Noise , Dept. EECS, Oct. 1992.
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Bulent Baygun, Market Strategist and Quantitative Researcher at Laurion Capital. Formerly, Head of Interest Rate Strategy, BNP-Paribas, New York NY (bbaygun at bpa_su70.sbi.com). Thesis (EECS) Optimal Strategies and Tradeoffs for Joint Detection and Estimation , Dept. EECS, Oct. 1992.
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Nick Petrick, Deputy Director of the Division of Imaging and Applied Math and Director of the Image Analysis Laboratory, Food & Drug Administration (FDA). Thesis (EECS) Optimal Arrival Time Estimators for Electromagnetic Radiation Detectors , Dept. EECS, July 1992.
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John Gorman, Program Manager at DARPA.Thesis (EECS) Error Bounds in Constrained Estimation , Dept. EECS, June 1991.
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Ling Shao, Director of Imaging Physics, Philips Healthcare, CA. Thesis (Bioengineering Program) Mutual Information Optimization and Evaluation of Single Photon Computed Tomography , Bioengineering Program, Oct. 1989.
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Joong K. Kim, Professor at Sung Kyun Kwan University, Korea (jkkim at yurim.skku.ac.kr). Thesis (EECS) Time Delay Estimation with Nuisance Parameters: Performance Approximation and Coarse Acquisition , Dept. EECS, Oct. 1989.
Former Master’s Students
- Eric Shumaker (EECS MS)
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Alfredo Bravo (EECS G)
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Tony Van (Statistics MS)
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Jimmy Li (Math/EECS MS)
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Christine Kim (EECS G) poppins@umich.edu
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Kyle Herrity Applications Engineer at Freescale Semiconductor (EECS G) kherrity@umich.edu
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Xing Zhou (EECS G). Engineer at Northrup-Grumman, LA. xing.zhou.54 at gmail.com
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Nitin Nayer (EECS G) nnayar@umich.edu
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Yuezhou Jing (Statistics G)
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Sakina Zabuawala (EECS G) sakina@umich.edu
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Megan Flynn (EECS G) flynnm@umich.edu
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Sebastien Cerbourg (Financial Engineering G) Sebastien.Cerbourg at free.fr
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Arpit Almal (EECS G) aalmal@umich.edu
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Kashif Israr Siddiqui (EECS G) VoIP independent consultant (kashif@eecs.umich.edu)
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Chunyu (Frank) Yip (EECS G) chunyuy@umich.edu
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Krish Subramanian (EECS G) ksubramz@umich.edu
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Baptiste Poupard . Single Stock Volatility Trader, Head of Asia Flow at Societe Generale, Hong Kong (baptiste.poupard at polytechnique.org).
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Matthieu Colet . Consultant at MUREX, Paris France.
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Ram Kakarala, Associate Professor at Nanyang Technological University, Singapore. (RAMAKRISHNA at ntu.edu.sg).
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Adrian Yap, Hughes, Germantown MD ayap at hns.com.
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Agissilaos Ziotopoulos (aziot@engin.umich.edu)
Former Bachelor’s Students
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Laurent Guillaume (Stagiare) laurent.guillaume at supelec.fr
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Adam Pocholsky (UG-UROP) apachols@umich.edu
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Liyan Huang (UG-UROP) liyanh@engin.umich.edu
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Smita Krishnaswamy (UG-UROP) smita@engin.umich.edu
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Alina Chu (UG-UROP) achu@engin.umich.edu
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Hafez Hadinejad (TH-Darmstadt) hafez@ient.rwth-aachen.de
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Richard Cheung (UM) rcheung@engin.umich.edu
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Christophe Guillouet (ECN) Christophe.Guillouet@supaero.fr
Other Students
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Jindan Yu University of Michigan (jindany@med.umich.edu), PhD Thesis (.pdf) : Transcript profiling of the cone-only Nrl-knockout retina using custom cDNA-microarrays: identification of novel targets of Nrl and of signaling pathways involved photoreceptor function , Dept. BME, Jan. 2004,
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Jeffrey O’Neill, PhD Dept EECS, Univ of Michigan.
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Anne-Emanuelle Badel , PhD at Ecole Normale Superieure Lyon, France
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Yong Zhang, PhD in BME at Univ of Michigan. Presently at KLA-TENCOR.
Current (last 5 years) Collaborators on publications and research grants
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Frank Bogun, Dept Cardiology, Univ of Michigan.
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Jose Bermudez, Univ Santa Catarina, Brazil.
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Larry Carin, ECE, Duke University
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Doug Cochran, Dept ECE Arizona State Univ
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Pierre Comon, INPG, University of Grenoble
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Marc de Graef, CMU
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Steve Damelin, Mathematics Reviews, Ann Arbor
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Veronique Delouille, Royal Observatory of Belgium
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Nicolas Dobigeon, Univ of Toulouse, France.
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Yonina Eldar, Technion, Israel.
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Emre Ertin, ECE Ohio State University
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Selim Esedolglu, Mathematics, Univ. Michigan
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William Finn, Dept of Pathology, Univ of Michigan.
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Gilles Fleury, Ecole Superieure d’Electricite, Gif-s-Yvette, France.
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John Fisher, CSAIL, MIT
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Geoffrey Ginsburg, Center for Genomic Medicine, Duke University.
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Yuantao Gu, Electronic Engineering, Tsinghua University
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Jay Hess, Dept. Dept Pathology, Univ of Michigan.
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Franz Hlawatch, Technical Univ of Vienna.
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Jon How, Aerospace, MIT
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Michael Jordan, UC Berkeley
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Joseph Lucas, Duke University
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Olivier Michel, INPG, Univ Grenoble
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Steve McLaughlin, Heriot-Watt University, Edinburgh
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Chuck Meyer, Dept Radiology, Univ of Michigan.
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Raj Rao Nadakuditi, EECS, University of Michigan
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Nasser Nasrabadi, ARL
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Pablo Piantanida, Supelec, Paris
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Bala Rajaratnam, Dept Statistics, Stanford Univ.
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Leonardo Rey Vega, University of Buenos Aires, Argentina
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Cedric Richard, Univeristy of Nice Sophia-Antipolis, France
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Dan Rugar, IBM Almaden.
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Silvio Savarese, Dept CS, Stanford.
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Brian Sadler, ARL
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Clay Scott, Dept EECS, Univ of Michigan.
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John Sidles, Dept BME, Univ of Washington.
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Jeff Simmons, AFRL
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Stefano Soatto, UCLA
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Jean-Yves Tourneret, Univ of Toulouse, France.
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Alan Willsky LIDS, MIT.
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Christopher Woods, Medical School, Duke University
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Angela Yu, UC San Diego
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Bin Yu, UC Berkeley
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Aimee Zaas, Medical School, Duke University
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Ed Zelnio, AFRL
Past (more than 5 years ago) collaborators on publications and research grants
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Dan Bliss, MIT Lincoln Laboratory.
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Joachim Bohme, Ruhr-Universitat Bochum
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Paul Carson, Dept Radiology, Univ of Michigan.
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David Castanon, Dept ECE Boston University.
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Clem Karl, Dept ECE Boston University.
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Neal Clinthorne, Dept Radiology Univ of Michigan.
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Neiyer Correal, Motorola
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David Donoho, Statistics, Stanford
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Pierre Duhamel, CNRS, France.
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Douglas Engel, Dept Cell and Developmental Biology, Univ of Michigan.
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Jeffrey Fessler, Dept EECS Univ of Michigan.
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Rajiva Goyal, Internal Medicine F D M Plc, formerly at University Hospital at Univ Michigan.
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Simon Haykin, Mcmaster University
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Keith Kastella, SRI
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Spyros Kyperountas, Motorola
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Sridhar Lakshmanan, Dept ECE, Univ. of Michigan – Dearborn
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Stephane Mallat, Ecole Polytechnique, France
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Tom Marzetta, Lucent Bell Laboratories -Murray Hill.
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Christoph Mecklenbrauker, Telecommunicaions Research Center, Vienna
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Eric Miller, Tufts.
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Eric Moulines, Telecom Paris-Tech, Paris
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Rob Nowak, ECE University of Wisconsin
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Mila Nikolova, Dept Mathematics, Ecole Normal Superieure, Cachan France.
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Mike Rabat, McGill University
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Les Rogers, Nuclear Medicine Univ of Michigan.
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Harry Schmitt, Raytheon Inc.
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Stuart Schwartz, Princeton University
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Wayne Stark, EECS Univ of Michigan.
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David States, Dept Human Genetics, Univ of Michigan.
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Gil Strang, Mathematics, MIT
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Anand Swaroop, National Institutes of Health.
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Christophe Vignat, Univ. of Paris XI, France.
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Bill Williams, EECS Univ of Michigan.
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Bin Yu, UC Berkeley