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| topics: |
BN | LGM | RPM | TPM |
|---|
|
1999
|
| C |
X. Boyen, N. Friedman, and D. Koller (1999). "Discovering the hidden structure of complex dynamic systems." Proceedings of the 15th Annual Conference on Uncertainty in AI (UAI) (pp. 206-215).
| bib/abs
|
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| topics: |
|
LGM |
|
TPM |
|
| C |
N. Friedman, L. Getoor, D. Koller, and A. Pfeffer (1999). "Learning probabilistic relational models." Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence (IJCAI-99) (pp. 1300-1309).
| bib/abs
|
|
| topics: |
|
LGM |
RPM |
|
|
| C |
X. Boyen and D. Koller (1999). "Approximate learning of dynamic models." Advances in Neural Information Processing Systems (NIPS) (pp. 396-402).
| bib/abs
|
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| topics: |
|
LGM |
|
TPM |
|
1997
|
| J |
J. Binder, D. Koller, S.J. Russell, and K. Kanazawa (1997). "Adaptive probabilistic networks with hidden variables." Machine Learning, 29(2--3), 213-244.
Full version of IJCAI '95 paper.
| bib/abs
|
|
| topics: |
BN |
LGM |
|
|
|
| C |
E. Bauer, D. Koller, and Y. Singer (1997). "Update rules for parameter estimation in Bayesian networks." Proc. Thirteenth Annual Conference on Uncertainty in AI (UAI) (pp. 3-13).
| bib/abs
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| topics: |
BN |
LGM |
|
|
|
| C |
D. Koller and A. Pfeffer (1997). "Learning probabilities for noisy first-order rules." Proceedings of the International Joint Conference on Artificial Intelligence (pp. 1316-1321).
| bib/abs
|
|
| topics: |
|
LGM |
RPM |
|
|
1995
|
| C |
S.J. Russell, J. Binder, D. Koller, and K. Kanazawa (1995). "Local learning in probabilistic networks with hidden variables." Proceedings of the 14th International Joint Conference on Artificial Intelligence (IJCAI) (pp. 1146-1152).
| bib
|
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| topics: |
BN |
LGM |
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