-
1
-
-
33749561929
-
Encoding CNFs to empower component analysis
-
Theory and Applications of Satisfiability Testing, SAT 2006 - 9th International Conference, Proceedings
-
Chavira, M., & Darwiche, A. (2006). Encoding CNFs to empower component analysis. In SAT, pp. 61-74. Springer Berlin / Heidelberg, Lecture Notes in Computer Science, Volume 4121. (Pubitemid 44531745)
-
(2006)
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
, vol.4121
, pp. 61-74
-
-
Chavira, M.1
Darwiche, A.2
-
2
-
-
84880886735
-
Compiling Bayesian networks using variable elimination
-
Chavira, M., & Darwiche, A. (2007). Compiling Bayesian networks using variable elimination. In IJCAI, pp. 2443-2449.
-
(2007)
IJCAI
, pp. 2443-2449
-
-
Chavira, M.1
Darwiche, A.2
-
3
-
-
33750723429
-
An edge deletion semantics for belief propagation and its practical impact on approximation quality
-
Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI-06/IAAI-06
-
Choi, A., & Darwiche, A. (2006a). An edge deletion semantics for belief propagation and its practical impact on approximation quality. In AAAI, pp. 1107-1114. (Pubitemid 44705424)
-
(2006)
Proceedings of the National Conference on Artificial Intelligence
, vol.2
, pp. 1107-1114
-
-
Choi, A.1
Darwiche, A.2
-
4
-
-
40249102631
-
A variational approach for approximating Bayesian networks by edge deletion
-
Choi, A., & Darwiche, A. (2006b). A variational approach for approximating Bayesian networks by edge deletion. In UAI, pp. 80-89.
-
(2006)
UAI
, pp. 80-89
-
-
Choi, A.1
Darwiche, A.2
-
5
-
-
0002251094
-
Bucket elimination: A unifying framework for probabilistic inference
-
Dechter, R. (1996). Bucket elimination: A unifying framework for probabilistic inference. In UAI, pp. 211-219.
-
(1996)
UAI
, pp. 211-219
-
-
Dechter, R.1
-
6
-
-
21444439046
-
Iterative join-graph propagation
-
Dechter, R., Kask, K., & Mateescu, R. (2002). Iterative join-graph propagation. In UAI, pp. 128-136.
-
(2002)
UAI
, pp. 128-136
-
-
Dechter, R.1
Kask, K.2
Mateescu, R.3
-
7
-
-
1642312636
-
Mini-buckets: A general scheme for bounded inference
-
Dechter, R., & Rish, I. (2003). Mini-buckets: A general scheme for bounded inference. J. ACM, 50(2), 107-153.
-
(2003)
J. ACM
, vol.50
, Issue.2
, pp. 107-153
-
-
Dechter, R.1
Rish, I.2
-
8
-
-
84898964205
-
A revolution: Belief propagation in graphs with cycles
-
Frey, B. J., & MacKay, D. J. C. (1997). A revolution: Belief propagation in graphs with cycles. In NIPS, pp. 479-485.
-
(1997)
NIPS
, pp. 479-485
-
-
Frey, B.J.1
MacKay, D.J.C.2
-
9
-
-
78751680655
-
Solving map exactly by searching on compiled arithmetic circuits
-
Huang, J., Chavira, M., & Darwiche, A. (2006). Solving map exactly by searching on compiled arithmetic circuits. In AAAI, pp. 143-148.
-
(2006)
AAAI
, pp. 143-148
-
-
Huang, J.1
Chavira, M.2
Darwiche, A.3
-
10
-
-
36348982863
-
Efficient stochastic local search for MPE solving
-
Hutter, F., Hoos, H. H., & Stützle, T. (2005). Efficient stochastic local search for MPE solving. In IJCAI, pp. 169-174.
-
(2005)
IJCAI
, pp. 169-174
-
-
Hutter, F.1
Hoos, H.H.2
Stützle, T.3
-
11
-
-
80053249343
-
On the optimality of tree-reweighted max-product message passing
-
Kolmogorov, V., & Wainwright., M. J. (2005). On the optimality of tree-reweighted max-product message passing. In UAL
-
(2005)
UAL
-
-
Kolmogorov, V.1
Wainwright, M.J.2
-
12
-
-
84880741254
-
AND/OR branch-and-bound for graphical models
-
Marinescu, R., & Dechter, R. (2005). AND/OR branch-and-bound for graphical models. In IJCAI, pp. 224-229.
-
(2005)
IJCAI
, pp. 224-229
-
-
Marinescu, R.1
Dechter, R.2
-
13
-
-
69249227524
-
Systematic vs. non-systematic algorithms for solving the MPE task
-
Marinescu, R., Kask, K., & Dechter, R. (2003). Systematic vs. non-systematic algorithms for solving the MPE task. In UAI, pp. 394-402.
-
(2003)
UAI
, pp. 394-402
-
-
Marinescu, R.1
Kask, K.2
Dechter, R.3
-
14
-
-
0036928389
-
Using weighted max-sat engines to solve MPE
-
Park, J. D. (2002). Using weighted max-sat engines to solve MPE. In AAAI/IAAI, pp. 682-687.
-
(2002)
AAAI/IAAI
, pp. 682-687
-
-
Park, J.D.1
-
16
-
-
0004856623
-
Empirical evaluation of approximation algorithms for probabilistic decoding
-
Rish, I., Kask, K., & Dechter, R. (1998). Empirical evaluation of approximation algorithms for probabilistic decoding. In UAI, pp. 455-463.
-
(1998)
UAI
, pp. 455-463
-
-
Rish, I.1
Kask, K.2
Dechter, R.3
-
17
-
-
29344449175
-
Solving Bayesian networks by weighted model counting
-
AAAI Press
-
Sang, T., Beame, P., & Kautz, H. (2005). Solving Bayesian networks by weighted model counting. In AAAI, Vol. 1, pp. 475-482. AAAI Press.
-
(2005)
AAAI
, vol.1
, pp. 475-482
-
-
Sang, T.1
Beame, P.2
Kautz, H.3
-
18
-
-
38249019981
-
Probabilistic inference in multiply connected networks using loop cutsets
-
Suermondt, H. J., & Cooper, G. F. (1990). Probabilistic inference in multiply connected networks using loop cutsets. IJAR, 4, 283-306.
-
(1990)
IJAR
, vol.4
, pp. 283-306
-
-
Suermondt, H.J.1
Cooper, G.F.2
-
19
-
-
27744456278
-
MAP estimation via agreement on trees: Message-passing and linear programming
-
DOI 10.1109/TIT.2005.856938
-
Wainwright, M. J., Jaakkola, T., & Willsky, A. S. (2005). Map estimation via agreement on trees: message-passing and linear programming. IEEE Transactions on Information Theory, 51(11), 3697-3717. (Pubitemid 41622574)
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.11
, pp. 3697-3717
-
-
Wainwright, M.J.1
Jaakkola, T.S.2
Willsky, A.S.3
-
20
-
-
84988779772
-
Correctness of local probability propagation in graphical models with loops
-
Weiss, Y. (2000). Correctness of local probability propagation in graphical models with loops. Neural Computation, 12(1), 1-41.
-
(2000)
Neural Computation
, vol.12
, Issue.1
, pp. 1-41
-
-
Weiss, Y.1
-
21
-
-
23744513375
-
Constructing free-energy approximations and generalized belief propagation algorithms
-
DOI 10.1109/TIT.2005.850085
-
Yedidia, J., Freeman, W., & Weiss, Y. (2005). Constructing free-energy approximations and generalized belief propagation algorithms. IEEE Transactions on Information Theory, 51(7), 2282-2312. (Pubitemid 41136394)
-
(2005)
IEEE Transactions on Information Theory
, vol.51
, Issue.7
, pp. 2282-2312
-
-
Yedidia, J.S.1
Freeman, W.T.2
Weiss, Y.3
-
22
-
-
0000049635
-
Exploiting causal independence in bayesian network inference
-
Zhang, N. L., & Poole, D. (1996). Exploiting causal independence in bayesian network inference. Journal of Artificial Intelligence Research, 5, 301-328. (Pubitemid 126646171)
-
(1996)
Journal of Artificial Intelligence Research
, vol.5
, pp. 301-328
-
-
Zhang, N.L.1
Poole, D.2
|