Jonathan Yedidia

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Citations	10489	2087
h-index	39	19
i10-index	79	32

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William T. FreemanProfessor of Computer Science, MITVerified email at mit.edu
Yair WeissProfessor of Computer Science, Hebrew UniversityVerified email at mail.huji.ac.il
Anthony VetroMitsubishi Electric Research LabsVerified email at merl.com
Andreas F. MolischProfessor of Electrical Engineering, University of Southern CaliforniaVerified email at usc.edu
Juntan zhangVerified email at availink.com
Nate DerbinskyNortheastern UniversityVerified email at northeastern.edu
Ashish KhistiProfessor, University of TorontoVerified email at comm.utoronto.ca
Jean-Philippe BouchaudHead of Research, CFMVerified email at cfm.fr
Neelesh B. MehtaIndian Institute of Science, BangaloreVerified email at ece.iisc.ernet.in
Marc MezardBocconi University MilanoVerified email at unibocconi.it
Antoine GeorgesCollège de France, Paris, FranceVerified email at polytechnique.edu
Lingjia LiuElectrical and Computer Engineering Department, Virginia TechVerified email at vt.edu
Shantanu RaneResearch Area Manager, Cyber-Physical Systems Security, Xerox PARC.Verified email at parc.com
David B AndersonData Science RetreatVerified email at folklogic.com
Darren LeighVP Hardware, Tactual LabsVerified email at tactuallabs.com
Sergey YekhaninMicrosoftVerified email at microsoft.com
Aseem AgarwalaAdobeVerified email at agarwala.org
Jessica HodginsProfessor of Computer Science and Robotics, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Dmitry MalioutovResearch Staff Member, T.J. Watson IBM Research centerVerified email at us.ibm.com
Soumya GhoshMIT-IBM Watson AI Lab, IBM ResearchVerified email at cs.brown.edu

Jonathan Yedidia

Senior Director of AI Research, Analog Devices

Verified email at analog.com - Homepage

Artificial Intelligence Hardware Implementations


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Understanding belief propagation and its generalizations JS Yedidia, WT Freeman, Y Weiss Exploring artificial intelligence in the new millennium 8 (236–239), 0018-9448, 2003	2058	2003
Constructing free-energy approximations and generalized belief propagation algorithms JS Yedidia, WT Freeman, Y Weiss IEEE Transactions on information theory 51 (7), 2282-2312, 2005	1942	2005
Generalized belief propagation JS Yedidia, W Freeman, Y Weiss Advances in neural information processing systems 13, 2000	1510	2000
Rateless codes on noisy channels R Palanki, JS Yedidia International Symposium onInformation Theory, 2004. ISIT 2004. Proceedings., 37, 2004	413	2004
Bethe free energy, Kikuchi approximations, and belief propagation algorithms JS Yedidia, WT Freeman, Y Weiss Advances in neural information processing systems 13 (24), 2001	310	2001
Tangible interaction+ graphical interpretation: a new approach to 3D modeling D Anderson, JL Frankel, J Marks, A Agarwala, P Beardsley, J Hodgins, ... Proceedings of the 27th annual conference on Computer graphics and …, 2000	243	2000
Performance of fountain codes in collaborative relay networks AF Molisch, NB Mehta, JS Yedidia, J Zhang IEEE Transactions on Wireless Communications 6 (11), 4108-4119, 2007	239	2007
Freeman, and Yair Weiss JS Yedidia, T William Understanding belief propagation and its generalizations. Exploring …, 2003	213	2003
Exploring artificial intelligence in the new millennium JS Yedidia, WT Freeman, Y Weiss Science & Technology Books 17, 153-171, 2003	184	2003
How to expand around mean-field theory using high-temperature expansions A Georges, JS Yedidia Journal of Physics A: Mathematical and General 24 (9), 2173, 1991	159	1991
Using distributed source coding to secure fingerprint biometrics SC Draper, A Khisti, E Martinian, A Vetro, JS Yedidia 2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007	146	2007
Biometric based user authentication and data encryption SC Draper, A Khisti, E Martinian, A Vetro, JS Yedidia US Patent 7,779,268, 2010	141	2010
Construction of high-girth QC-LDPC codes Y Wang, JS Yedidia, SC Draper 2008 5th International Symposium on Turbo Codes and Related Topics, 180-185, 2008	125	2008
Quantizing signals using sparse generator factor graph codes JS Yedidia, E Martinian US Patent 6,771,197, 2004	105	2004
Iterative quantization using codes on graphs E Martinian, JS Yedidia arXiv preprint cs/0408008, 2004	102	2004
An idiosyncratic journey beyond mean field theory J Yedidia Advanced mean field methods: Theory and practice, 21-36, 2001	97	2001
Feature extraction for a Slepian-Wolf biometric system using LDPC codes Y Sutcu, S Rane, JS Yedidia, SC Draper, A Vetro 2008 IEEE International Symposium on Information Theory, 2297-2301, 2008	92	2008
Generalized belief propagation for probabilistic systems JS Yedidia, WT Freeman US Patent 6,910,000, 2005	89	2005
Variational theory for disordered vortex lattices JP Bouchaud, M Mézard, JS Yedidia Physical review letters 67 (27), 3840, 1991	89	1991
Message-Passing Algorithms for Inference and Optimization: “Belief Propagation” and “Divide and Concur” JS Yedidia Journal of Statistical Physics 145, 860-890, 2011	80	2011

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