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| topics: |
LGM | MN | RPM | SL | TW |
|---|
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2006
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| C |
R. Raina, A.Y. Ng, and D. Koller (2006). "Constructing Informative Priors using Transfer Learning." Proc. Twenty-Third International Conference on Machine Learning.
| bib
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| topics: |
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SL |
TW |
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2004
|
| C |
B. Taskar, C. Guestrin, and D. Koller (2004). "Max-Margin Markov Networks." Advances in Neural Information Processing Systems (NIPS 2003).
Winner of the Best Student Paper Award.
| bib/abs
|
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| topics: |
LGM |
MN |
|
SL |
TW |
|
| C |
B. Taskar, M.-F. Wong, P. Abbeel, and D. Koller (2004). "Link Prediction in Relational Data." Advances in Neural Information Processing Systems (NIPS 2003).
| bib/abs
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| topics: |
|
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RPM |
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TW |
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2003
|
| C |
B. Taskar, M.-F. Wong, and D. Koller (2003). "Learning on the Test Data: Leveraging `Unseen' Features." Proc. Twentieth International Conference on Machine Learning (ICML).
| bib/abs
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| topics: |
LGM |
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SL |
TW |
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2002
|
| J |
L. Getoor, N. Friedman, D. Koller, and B. Taskar (2002). "Learning probabilistic models of Relational Structure." Journal of Machine Learning Research, 3, 679-707.
[older version, 2001] | bib
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| topics: |
LGM |
|
RPM |
|
TW |
|
| C |
B. Taskar, P. Abbeel, and D. Koller (2002). "Discriminative Probabilistic Models for Relational Data." Proc. Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI).
| bib/abs
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| topics: |
LGM |
|
RPM |
SL |
TW |
|
2001
|
| J |
S. Tong and D. Koller (2001). "Support vector machine active learning with applications to text classification." Journal of Machine Learning Research, 2, 45-66.
Full version of paper in ICML 2000.
[older version, 2000] | bib/abs
pdf.gz
|
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| topics: |
|
|
|
SL |
TW |
|
| C |
L. Getoor, N. Friedman, D. Koller, and B. Taskar (2001). "Learning probabilistic models of Relational Structure." Proceedings of the Eighteenth International Conference on Machine Learning (pp. 170-177).
[newer version, 2002] | bib/abs
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| topics: |
LGM |
|
RPM |
|
TW |
|
| C |
B. Taskar, E. Segal, and D. Koller (2001). "Probabilistic Supervised Learning and Clustering in Relational Data." Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence (IJCAI) (pp. 870-876).
| bib/abs
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| topics: |
LGM |
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RPM |
SL |
TW |
|
2000
|
| C |
S. Tong and D. Koller (2000). "Support vector machine active learning with applications to text classification." Proceedings of the 17th International Conference on Machine Learning (ICML) (pp. 999-1006).
[newer version, 2001] | bib/abs
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| topics: |
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SL |
TW |
|
1997
|
| C |
D. Koller and M. Sahami (1997). "Hierarchically classifying documents using very few words." Proceedings of the 14th International Conference on Machine Learning (ICML) (pp. 170-178).
| bib/abs
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| topics: |
|
|
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SL |
TW |
|
1996
|
| C |
D. Koller and M. Sahami (1996). "Toward Optimal Feature Selection." Proceedings of the Thirteenth International Conference on Machine Learning (ICML) (pp. 284-292).
| bib/abs
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| topics: |
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SL |
TW |
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