Ray Solomonoff - Selected Bibliography
Professor Solomonoff's website provides an alternative list of publications and the abstracts for several of his papers.
- "Machine Learning - Past and Future"
- Given at AI@50, The Dartmouth Artificial Intelligence Conference, Dartmouth, N.H., 13-15 July 2006.
- "Three Kinds of Probabilistic Induction: Universal Distributions and Convergence Theorems"
- 2004. To appear in Festchrift for Chris Wallace, Melbourne, Australia
- "The Universal Distribution and Machine Learning"
- In The Computer Journal, Vol. 46, No. 6, 2003.
- "Progress in Incremental Machine Learning"
- Rev. 2, Oct 2003. Given at NIPS (Neural Information Processing Systems) Conference, Whistler, B.C., Canada
- "Two Kinds of Probabilistic Induction"
- The Computer Journal, Vol. 42, No. 4, 1999.
- Available from Professor Solomonoff as HTML, LaTeX or pdf files, and in abstract.
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- "Does Algorithmic Probability Solve the Problem of Induction?"
- Oxbridge Research, Suite 501, 678 Mass. Ave., Cambridge, Mass.
02139, 1997.
- Available from Professor Solomonoff as HTML, LaTeX or postscript files, and in abstract.
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- "The Discovery of Algorithmic Probability"
- Journal of Computer and System Sciences, Vol. 55, No. 1, pp.
73-88, August 1997.
- Available from Professor Solomonoff as an HTML, LaTeX or postscript file.
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- "Autonomous Theory Building Systems"
- co-author W.J. Paul, Computer Science Dept., University of
Saarbruecken, 66041 Saarbruecken, Germany, 1994.
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- "A System for Incremental Learning Based on Algorithmic
Probability"
- Proceedings of the Sixth Israeli Conference on Artificial Intelligence,
Computer Vision and Pattern Recognition, Tel Aviv, Israel, pp.
515--527, December 1989.
- Available from Professor Solomonoff as an HTML file, with corresponding graph or in abstract.
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- "The Application of Algorithmic Probability to Problems
in Artificial Intelligence"
- in: M. Kochen and H. M. Hastings (Eds.), Advances in Cognitive
Science, AAAS Selected Symposia Series, AAAS, Washington, D.C.,
pp. 210-227, 1988.
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- "Uncertainty in Artificial Intelligence"
- L.N. Kanal and J.F. Lemmer (Eds.), Elsevier Science Publishers
B.V., pp. 473-491, 1986.
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- "The Time Scale of Artificial Intelligence: Reflections
on Social Effects"
- Human Systems Management, Vol. 5, pp. 149-153, 1985.
- "Two Kinds of Complexity"
- Oxbridge Research, 1985.
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- "Optimum Sequential Search"
- Oxbridge Research, June 1984.
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- "Perfect Training Sequences and the Costs of Corruption
- A Progress Report on Inductive Inference Research"
- Oxbridge Research, August 1982.
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- "Complexity-Based Induction Systems: Comparisons and Convergence
Theorems"
- IEEE Trans. on Information Theory, Vol. IT-24, No. 4, pp. 422-432,
July 1978.
- Available from Professor Solomonoff as a pdf file.
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- "Inductive Inference Theory - A Unified Approach to Problems
in Pattern Recognition and Artificial Intelligence"
- Proceedings of the Fourth International Joint Conference on
Artificial Intelligence, Tbilisi, Georgia, U.S.S.R., pp. 274-280,
September 1975.
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- "The Adequacy of Complexity Models of Induction"
- International Congress of Logic, Methodology and Philosophy
of Science, Section VI, London, Ontario, Canada, pp. 19-20, September
1975.
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- "The Search for Artificial Intelligence"
- Electronics and Power, pp. 8-11, January 1968.
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- "Inductive Inference Research Status Spring 1967"
- RTB 154, Rockford Research, Inc., 140 1/2 Mt. Auburn St., Cambridge,
Mass. 02138, July 1967.
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- "Some Recent Work in Artificial Intelligence"
- Proc. IEEE, pp. 1687-1697, December 1966.
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- "A Formal Theory of Inductive Inference"
- Information and Control, Part I: Vol 7, No. 1, pp. 1-22, March
1964.
- Available from Professor Solomonoff as an HTML, LaTeX or postscript file.
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- "A Formal Theory of Inductive Inference"
- Information and Control, Part II: Vol. 7, No. 2, pp. 224-254,
June 1964.
- "Comments on Dr. S. Watanabe's Paper," Synthese
- pp. 97-100, September 1962. "Training Sequences for Mechanized
Induction," Self-Organizing Systems, M. Yovits, ed., pp. 425-434,
1962.
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- "An Inductive Inference Code Employing Definitions"
- ZTB 141, Rockford Research, Inc., April 1961.
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- "A Coding Method for Inductive Inference"
- ZTB 140, Rockford Research, Inc., April 1961.
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- "Progress Report: Research in Inductive Inference April
1959 to November 1960"
- ZTB 139, Rockford Research, Inc., January 1961.
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- "A Preliminary Report on a General Theory of Inductive Inference"
- (Revision of Report V-131), Contract AF 49(639)-376, Report
ZTB-138, Zator Co., Cambridge, Mass., Nov, 1960.
- Available from Professor Solomonoff as an HTML, LaTeX or postscript file, or in abstract.
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- "A Preliminary Report on a General Theory of Inductive Inference"
- ZTB 138, Report V-131, Zator Co., Cambridge, Mass., Feb. 4,
1960.
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- "A New Method for Discovering the Grammars of Phrase Structure
Languages"
- Information Processing, Unesco, Paris, 1960.
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- "A Progress Report on Machines to Learn to Translate Languages
and Retrieve Information"
- Advances in Documentation and Library Science, Vol. III, pt.
2, pp. 941-953. (Proceedings of a conference in September 1959.)
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- "Progress Report: Research on Inductive Inference for the
Year Ending March 1959"
- ZTB 130, Zator Co., May 1959.
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- "The Mechanization of Linguistic Learning"
- Second International Congress on Cybernetics, pp. 180-193, 1958.
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- "An Inductive Inference Machine"
- IRE Convention Record, Section on Information Theory, Part 2,
pp. 56-62, 1957.
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- "An Inductive Inference Machine"
- A privately circulated report, August 1956.
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- "Effect of Heisenberg's Principal on Channel Capacity"
- Proc. IRE, April 1955, p. 484.
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- "An Optically Driven Airborne Chopper"
- Proc. of the Third Typhoon Symposium, 1953.
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- "An Exact Method for the Computation of the Connectivity
of Random Nets"
- Bulletin of Mathematical Biophysics, vol. 14, p. 153, 1952.
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- "Connectivity of Random Nets"
- (with A. Rapoport), Bulletin of Mathematical Biophysics, Vol.
13, p. 107, 1951.
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- "Structure of Random Nets"
- (with A. Rapoport), Proc. Int. Cong. Mathematicians, p. 674,
1950.
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