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NIL
Nir Friedman: Publications Nir Friedman: Publications This page contains papers that have been published, extended abstracts submitted to conferences, and some unpublished work. Questions and comments about these works are welcome.
Refereed Journals |
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Abstracts/FrGG1.html
Bayesian networks classifiers with D. Geiger , and M. Goldszmidt .
In Machine Learning 29:131--163, 1997. PostScript (430K) . |
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Abstracts/FrH5Full.html
Plausibility measures and default reasoning with J. Y. Halpern . .
To appear in Journal of the ACM . PostScript (425K) . |
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Abstracts/frh1.html
Modeling beliefs in dynamic systems Part I: Foundations with J. Y. Halpern .
In Artificial Intelligence , 95:257--316, 1997. PostScript (610K) . |
| j-aij-95-257 | N. Friedman and J.Y.Halpern.
Modeling belief in dynamic systems, Part I: Foundations.
Artificial Intelligence Journal, vol. 95, pp. 257-316. |
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Abstracts/FrH2Full.html
Modeling Beliefs in Dynamic Systems. Part II: Revision and Update with J. Y. Halpern .
Accepted for publication. Journal of AI Research. 1998. PostScript (501K) . |
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Abstracts/FrH8Full.html
Belief revision: A critique with J. Y. Halpern .
Accepted for publication. Journal of Logic, Language, and Information 1998. PostScript (224K) .
Book Chapters |
| c-ijcai-97-1549 | W. Bibel.
Let's plan in deductively.
Proc. International Joint Conference on Artificial Intelligence, 1997, pp. 1549-1562.
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Abstracts/FrG3Full.html
Learning Bayesian Networks with Local Structure with M. Goldszmidt .
In M. I. Jordan ed. Learning and Inference in Graphical Models . 1998. Postscript (???K) .
Refereed Conferences 1998 |
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Abstracts/BFH1.html
Belief revision with unreliable observations with C. Boutilier and J. Y. Halpern .
In Fifteenth National Conf. on Artificial Intelligence (AAAI) , 1998. |
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Abstracts/DFR1.html
Bayesian Q-Learning with R. Dearden and S. Russell .
In Fifteenth National Conf. on Artificial Intelligence (AAAI) , 1998. |
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Abstracts/Fr2.html
The Bayesian structural EM algorithm .
In Fourteenth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1998. |
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Abstracts/FGL1.html
Bayesian network classification with continuous attributes: Getting the best of both discretization and parametric fitting , with M. Goldszmidt and T. J. Lee.
In Fifteenth Inter. Conf. on Machine Learning (ICML) . 1998 |
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Abstracts/FMR1.html
Learning the structure of dynamic probabilistic networks , with K. Murphy and S. Russell .
In Fourteenth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1998. |
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Abstracts/FKP1.html
Structured Representation of Complex Stochastic Systems , with D. Koller and A. Pfeffer .
In Fifteenth National Conf. on Artificial Intelligence (AAAI) , 1998. 1997 |
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Abstracts/AFP1.html
Generalized Prioritized Sweeping with D. Andre , and R. Parr
To appear, NIPS 97. PostScript (120K) .
A preliminary version appears in Reinforcement Learning Workshop at the Fourteenth International Conference on Machine Learning . 1997. |
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tex2html13
Learning belief networks in the presence of missing values and hidden variables . .
In Fourteenth Inter. Conf. on Machine Learning (ICML) . 1997. PostScript (140K) . |
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Abstracts/FHGR.html
Challenge: Where is the Impact of Bayesian Networks in Learning? with D. Heckerman , M. Goldszmidt , and S. Russell .
In Proc. Fifteenth International Joint Conference on Artificial Intelligence (IJCAI) . 1997. PostScript . |
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Abstracts/FrG4.html
Sequential update of Bayesian network structure with M. Goldszmidt .
In Proc. Thirteenth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1997. PostScript (173K) . |
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Abstracts/FrR1.html
Image segmentation in video sequences: A probabilistic approach with S. Russell .
In Proc. Thirteenth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1997. PostScript (460K) . 1996 |
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Abstracts/BFGK1.html
Context-Specific Independence in Bayesian Networks with C. Boutilier , M. Goldszmidt , and D. Koller .
In Proc. Twelfth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1996. PostScript (168k) . |
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Abstracts/FrG1.html
Building Classifiers using Bayesian Networks with M. Goldszmidt .
In Thirteenth National Conf. on Artificial Intelligence (AAAI) . 1996. PostScript (208K) . |
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Abstracts/FrG2.html
Discretizing Continuous Attributes While Learning Bayesian Networks with M. Goldszmidt . .
In Proc. 13'th International Conference on Machine Learning (ICML) , 157-165, 1996. PostScript (136K) . |
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Abstracts/FrG3.html
Learning Bayesian Networks with Local Structure with M. Goldszmidt .
In Proc. Twelfth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1996. PostScript (280K) . |
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Abstracts/FrH5.html
Plausibility measures and default reasoning with J. Y. Halpern .
In Thirteenth National Conf. on Artificial Intelligence (AAAI) . 1996. PostScript (265K) . |
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Abstracts/FrH6.html
A qualitative Markov assumption and its implications for belief change with J. Y. Halpern .
In Proc. Twelfth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1996. PostScript (184K) . |
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Abstracts/FrH8.html
Belief revision: A critique with J. Y. Halpern .
In Fifth Inter. Conf. on Knowledge Representation and Reasoning (KR) . 1996. PostScript (128K) . |
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Abstracts/FrHK1.html
Conditional first-order logic revisited with J. Y. Halpern , and D. Koller .
In Thirteenth National Conf. on Artificial Intelligence (AAAI) . 1996. PostScript (136K) . |
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Abstracts/FrY1.html
On the Sample Complexity of Learning Bayesian Networks with Z. Yakhini.
In Proc. Twelfth Conf. on Uncertainty in Artificial Intelligence (UAI) . 1996. PostScript (184K) . 1995 |
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Abstracts/ijcai95d.html
On decision-theoretic foundations for defaults with R. I. Brafman .
In Proc. Fourteenth International Joint Conference on Artificial Intelligence (IJCAI '95), 1995. PostScript (184K) . |
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Abstracts/uai95.html
Plausibility Measures: A User's Guide with J. Y. Halpern .
In Proc. Eleventh Conf. on Uncertainty in Artificial Intelligence (UAI 95) , 175-184. 1995. PostScript (160K) . 1994 |
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Abstracts/tark94.html
A knowledge-based framework for belief change. Part I: Foundations with J. Y. Halpern .
In R. Fagin, ed. Theoretical Aspects of Reasoning about Knowledge: Proc. Fifth Conference (TARK'94), 44-64 1994. PostScript (120K) . |
| c-tark-94-44 | Not available |
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Abstracts/kr94a.html
A knowledge-based framework for belief change. Part II: Revision and update with J. Y. Halpern .
In J. Doyle, E. Sandwell, and P. Torasso, eds. Principles of Knowledge Representation and Reasoning: Proc. Fourth International Conference (KR'94) , 1994. 190-201. PostScript (232K) . |
| c-kr-94-190 | Nir Friedman and Joseph Y. Halpern.
A Knowledge-based Framework for Belief Change, Part II: Revision and Update.
Proc. International Conf on Knowledge Representation and Reasoning, 1994, pp. 190-201.
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Abstracts/kr94b.html
On the complexity of conditional logics with J. Y. Halpern .
In J. Doyle, E. Sandwell, and P. Torasso, eds. Principles of Knowledge Representation and Reasoning: Proc. Fourth International Conference (KR'94), 1994. 202-213. PostScript (248K) . |
| c-kr-94-202 | Nir Friedman and Joseph Y. Halpern.
On the Complexity of Conditional Logics.
Proc. International Conf on Knowledge Representation and Reasoning, 1994, pp. 202-213.
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Abstracts/aaai94.html
Conditional logics of belief change with J. Y. Halpern .
In Proc. National Conference on Artificial Intelligence (AAAI '94) ,1994. 915-921. PostScript (120K) . Work in Progress |
| c-aaai-94-915 | Nir Friedman and J. Y. Halpern.
Conditional Logics of Belief Change.
Proc. AAAI National Conference on Artificial Intelligence, 1994, pp. 915-921.
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tex2html54
Concurrent stochastic automata: An alternative representation for dynamic systems with D. Koller . . 1997. |
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Abstracts/ijcai95e.html
Nondeterministic actions and the frame problem with C. Boutilier ..
Earlier version appeared in Extending Theories of Actions, AAAI Spring Symposium Series 1995. PostScript (120K) . |
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http://robotics.stanford.edu/~koller
Qualitative planning under assumptions: a preliminary report with D. Koller .
In Decision-Theoretic Planning. AAAI Spring Symposium Series. 1994. PostScript (192K) . Others |
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Abstracts/Thesis.html
N. Friedman. Modeling beliefs in dynamic systems . Phd Thesis, Stanford. 1997.
Abstract , Compressed PostScript (441K) . |
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http://www.cs.berkeley.edu/~nir
N. Friedman. On the power and complexity of knowledge-charts . Master's Thesis, Weizmann Institute of Science. 1992. Nir's home page
nir@cs.berkeley.edu |