Jörg C. Lemm | |
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Research Interests:
Theoretical Nuclear Physics, Empirical Learning,
Bayesian Field Theory,
Bayesian Inverse Quantum Theory,
Risk Management and Finance.
[ Publications online ]
[ Talks ]
[ Teaching ]
Publications available online:
Papers are available as postscript files,
some also in html.
Note that the local versions can contain
some minor modifications
which are not included in
the Los Alamos arXiv versions.
Preprint versions are available for published papers.
For an introduction and overview
see for example the articles
Bayesian Inverse Quantum Theory
and
Bayesian Field Theory.
Illustrations can be found in the
talk
Learning à la Bayes.
(Book, 432 pages) preprint version of the first part
Jörg C. Lemm
|
J. C. Lemm, J. Uhlig, A. Weiguny The European Physical Journal. B, 46 (1) 41-54, 2005 arXiv:quant-ph/0312191v1 |
J. C. Lemm 2002 appeared in J.A.K. Suykens, G. Horvath, S. Basu, C. Micchelli, J. Vandewalle (Eds.) Advances in Learning Theory: Methods, Models and Applications, NATO Science Series III: Computer & Systems Sciences, Volume 190, IOS Press Amsterdam, 2003, 436pp. (ISBN: 1 58603 341 7), pages 289-318. |
J.C. Lemm 2000 Contribution to the Twentieth International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2000), CNRS, Gif sur Yvette, France, July 8-13, 2000 appeared in BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: 20th International Workshop, Ali Mohammad-Djafari (ed.) AIP Conference Proceedings 568, June 2001; 0-7354-0004-0 MS-TP1-00-10 |
J.C. Lemm, 2000 Contribution to the IEEE-INNS-ENNS International Joint Conference on Neural Networks (IJCNN2000), Como, Italy, 24-27 July 2000 MS-TP1-00-9 |
J.C. Lemm, J. Uhlig, A. Weiguny 2000 The European Physical Journal B 20 (3) 349-366, 2001 MS-TP1-00-4, quant-ph/0005122 |
J.C. Lemm 2000 |
J.C. Lemm 2000 Physics Letters A 276/1-4, (2000), 19-24 MS-TP1-00-1, quant-ph/0002010 |
J.C. Lemm, J. Uhlig 1999 Few-Body Systems 29, 25-52 (2000) MS-TP1-99-15, quant-ph/0006027 |
J.C. Lemm, J. Uhlig 1999 Phys.Rev.Lett. 84 (2000), 4517 MS-TP1-99-10, nucl-th/9908056 |
J.C. Lemm, J. Uhlig, A. Weiguny 1999 Phys.Rev.Lett. 84 (2000), 2068 MS-TP1-99-6, cond-mat/9907013 |
J.C. Lemm, 1999 Extended version of a contribution to the Ninth International Conference on Artificial Neural Networks (ICANN 99), 7-10 September 1999, Edinburgh, UK. MS-TP1-99-5, physics/9911077 |
J.C. Lemm, 1999 MS-TP1-99-1, physics/9912005 |
J.C. Lemm, 1998 MS-TP1-98-12, cond-mat/9808039 |
J. Uhlig, J.C. Lemm, A. Weiguny, 1998 The European Physical Journal A 2, 343-354, 1998 MS-TP1-98-11, nucl-th/9806083 |
J.C. Lemm, 1998. In ELITE European Laboratory for Intelligent Techniques Engineering (ed.): Proceedings of the 6th EUROPEAN CONGRESS ON INTELLIGENT TECHNIQUES AND SOFT COMPUTING (EUFIT '98), Aachen, Germany, September 7-10, 1998, Verlag: Mainz, Aachen 1998 MS-TP1-98-28 |
J.C. Lemm, 1998. Niklasson, L, Boden, M, Ziemke, T.(eds.): Proceedings of the 8th INTERNATIONAL CONFERENCE ON ARTIFICIAL NEURAL NETWORKS (ICANN 98), Skövde, Sweden, September 2-4, 1998, Springer Verlag MS-TP1-98-29 |
J.C. Lemm, 1998. In Wilfried Brauer (Ed.), FUZZY-NEURO SYSTEMS '98, Proceedings of the 5. International Workshop "Fuzzy-Neuro Systems '98" (FNS '98), March 19-20, 1998, Munich, Germany, Sankt Augustin: Infix, 1998 MS-TP1-98-30 |
J.C. Lemm, 1997 FIFTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND MATHEMATICS 1998, January 4--6, 1998, Fort Lauderdale, Florida. |
J.C. Lemm, 1996 MIT AI Memo 1598, MS-TPI-97-7 |
J.C. Lemm, V. Beiu, J.G. Taylor, 1995 In Kappen B., Gielen, S.,(eds.): Proceedings of the 3rd SNN Neural Network Symposium, The Netherlands, Nijmegen, 14--15 September 1995, Springer Verlag 1995 MS-TPI-95-10 |
J.C. Lemm, 1995 Annals of Physics 244 (1), 136-200, 1995 MS-TPI-95-7 |
J.C. Lemm, 1995 Annals of Physics 244 (1), 201-238, 1995 MS-TPI-95-8 |
A. Wierling, B.G. Giraud, F.Mekideche, H.Horiuchi, T.Maruyama, A.Ohnishi, J.C.Lemm, A.Weiguny, 1994 Z. Phys. A348 (1994), 153 SPHT/93/144, MS-TPI-94-24, nucl-th/9402002 |
J.C. Lemm, B.G.Giraud, A. Weiguny, 1994 Phys.Rev.Lett. 73 (1994), 420-423 MS-TPI-94-23, nucl-th/9911056 |
J.C. Lemm, 1993 |
[ Publications online ]
[ Talks ]
[ Teaching ]
[ Top of homepage ]
Talks:
J.C. Lemm, Fachbereich Physik, 9.12.2002 Powerpoint-Folien Excel-Spreadsheet |
J.C. Lemm, Fantom study week Part 1: Introduction (20 transparencies) Part 2: A simple example: The coin (18 transparencies) Part 3: Regression and symmetries (22 transparencies) Part 4: Mixture models and image completion (10 transparencies) Part 5: Density estimation and inverse quantum theory (32 transparencies) Some references (2 pages) |
J.C. Lemm, Fachbereich Physik, Uni Münster, Allgemeines Physikalisches Kolloquium, 21. Juni 2000 In English: Part 1: Introduction (14 transparencies) Part 1a: A simple example: The coin (28 transparencies) Part 2: Regression models (generalized free fields) (21 transparencies) Part 3: Image reconstruction, prior mixtures, and hyperparameters (8 transparencies) Part 4: Inverse quantum theory (25 transparencies) In German: Lernen à la Bayes Teil 1: Einleitung (16 transparencies) Teil 2: Regressionsmodelle (Verallgemeinerte freie Felder) (21 transparencies) Teil 3: Bildrekonstruktion, Mischungsmodelle und Hyperparameter (8 transparencies) Teil 4: Inverse Quantentheorie (25 transparencies) |
J.C. Lemm, Forschungsseminar, 9. November 1999 |
J.C. Lemm, 1999 Vortrag Graduiertenkolleg Scientific Computing, Köln, 7.4.99 |
J.C. Lemm, 1998 Talk Forschungsseminar December 1998 |
J.C. Lemm, 1998 Talk at the FIFTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND MATHEMATICS 1998, January 4--6, 1998, Fort Lauderdale, Florida. |
J.C. Lemm, 1997 CONFERENCE ON BAYESIAN METHODS IN NEURAL COMPUTING, 15 - 19 December 1997, Newton Institute, Cambridge, UK |
J.C. Lemm, 1997 Talk at the Center for Biological and Computational Learning, Massachusetts Institute of Technology, Friday May 30, 1997, Cambridge, MA. |
J.C. Lemm, 1996. Talk at the NIPS workshop "Model Complexity", Friday December 6, 1996, Snowmass, Colorado. |
[ Publications online ]
[ Talks ]
[ Teaching ]
[ Top of homepage ]
Teaching: