|
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| topics: |
HM | 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
|
|
| topics: |
|
LGM |
|
TPM |
|
| C |
X. Boyen and D. Koller (1999). "Exploiting the Architecture of Dynamic Systems." Proceedings of the 16th National Conference on Artificial Intelligence (AAAI) (pp. 313-320).
| bib/abs
|
|
| topics: |
|
|
|
TPM |
|
| C |
D. Koller, U. Lerner, and D. Anguelov (1999). "A General Algorithm for Approximate Inference and Its Application to Hybrid Bayes Nets." Proc. Fourteenth Annual Conference on Uncertainty in AI (UAI) (pp. 324-333).
| bib/abs
|
|
| topics: |
HM |
|
|
TPM |
|
| C |
X. Boyen and D. Koller (1999). "Approximate learning of dynamic models." Advances in Neural Information Processing Systems (NIPS) (pp. 396-402).
| bib/abs
|
|
| topics: |
|
LGM |
|
TPM |
|
1998
|
| C |
X. Boyen and D. Koller (1998). "Tractable Inference for Complex Stochastic Processes." Proc. Fourteenth Annual Conference on Uncertainty in AI (UAI) (pp. 33-42).
| bib/abs
full.pdf
full.ps.gz
|
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| topics: |
|
|
|
TPM |
|
| C |
N. Friedman, D. Koller, and A. Pfeffer (1998). "Structured representation of complex stochastic systems." Proceedings of the 15th National Conference on Artificial Intelligence (AAAI) (pp. 157-164).
| bib/abs
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|
| topics: |
|
|
RPM |
TPM |
|
| C |
D. Koller and R. Fratkina (1998). "Using Learning for Approximation in Stochastic Processes." Proc. Fifteenth International Conference on Machine Learning (ICML) (pp. 287-295).
| bib/abs
|
|
| topics: |
|
|
|
TPM |
|
1995
|
| C |
K. Kanazawa, D. Koller, and S.J. Russell (1995). "Stochastic simulation algorithms for dynamic probabilistic networks." Proceedings of the Eleventh Annual Conference on Uncertainty in AI (UAI '95) (pp. 346-351).
| bib/abs
|
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| topics: |
|
|
|
TPM |
|
