-
1
-
-
33747670266
-
Learning factor graphs in polynomial time and sample complexity
-
P. Abbeel, D. Koller, and A. Y. Ng. Learning factor graphs in polynomial time and sample complexity. JMLR, 7, 2006.
-
(2006)
JMLR
, vol.7
-
-
Abbeel, P.1
Koller, D.2
Ng, A.Y.3
-
2
-
-
0000245736
-
Complexity of finding embeddings in a k-tree
-
S. Arnborg, D. G. Corneil, and A. Proskurowski. Complexity of finding embeddings in a k-tree. SIAM Journal on Algebraic and Discrete Methods, 8(2):277-284, 1987.
-
(1987)
SIAM Journal on Algebraic and Discrete Methods
, vol.8
, Issue.2
, pp. 277-284
-
-
Arnborg, S.1
Corneil, D.G.2
Proskurowski, A.3
-
4
-
-
0002460150
-
The ALARM monitoring system: A case study with two probablistic inference techniques for belief networks
-
I. Beinlich, J. Suermondt, M. Chavez, and G. Cooper. The ALARM monitoring system: A case study with two probablistic inference techniques for belief networks. In Euro. Conf. on AI in Medicine, 1988.
-
(1988)
Euro. Conf. on AI in Medicine
-
-
Beinlich, I.1
Suermondt, J.2
Chavez, M.3
Cooper, G.4
-
5
-
-
33750733430
-
On Bayesian network approximation by edge deletion
-
A. Choi, H. Chan, and A. Darwiche. On Bayesian network approximation by edge deletion. In UAI, 2005.
-
(2005)
UAI
-
-
Choi, A.1
Chan, H.2
Darwiche, A.3
-
6
-
-
84933530882
-
Approximating discrete probability distributions with dependence trees
-
C. Chow and C. Liu. Approximating discrete probability distributions with dependence trees. IEEE Transactions on Information Theory, 14(3):462-467, 1968.
-
(1968)
IEEE Transactions on Information Theory
, vol.14
, Issue.3
, pp. 462-467
-
-
Chow, C.1
Liu, C.2
-
8
-
-
77954442172
-
Model-driven data acquisition in sensor networks
-
A. Deshpande, C. Guestrin, S. Madden, J. Hellerstein, and W. Hong. Model-driven data acquisition in sensor networks. In VLDB, 2004.
-
(2004)
VLDB
-
-
Deshpande, A.1
Guestrin, C.2
Madden, S.3
Hellerstein, J.4
Hong, W.5
-
9
-
-
33747644284
-
Learning and robust learning of product distributions
-
K. U. Höffgen. Learning and robust learning of product distributions. In COLT, 1993.
-
(1993)
COLT
-
-
Höffgen, K.U.1
-
10
-
-
85162056440
-
Learning Markov networks: Maximum bounded tree-width graphs
-
D. Karger and N. Srebro. Learning Markov networks: Maximum bounded tree-width graphs. SODA-01.
-
SODA-01
-
-
Karger, D.1
Srebro, N.2
-
11
-
-
85162074582
-
Near-optimal nonmyopic value of information in graphical models
-
A. Krause and C. Guestrin. Near-optimal nonmyopic value of information in graphical models. UAI-05.
-
UAI-05
-
-
Krause, A.1
Guestrin, C.2
-
13
-
-
60649090124
-
PAC-learning bounded tree-width graphical models
-
M. Narasimhan and J. Bilmes. PAC-learning bounded tree-width graphical models. In UAI, 2004.
-
(2004)
UAI
-
-
Narasimhan, M.1
Bilmes, J.2
-
14
-
-
0002836025
-
Minimizing symmetric submodular functions
-
PII S0025561097000944
-
M. Queyranne. Minimizing symmetric submodular functions. Math. Programming, 82(1):3-12, 1998. (Pubitemid 128401579)
-
(1998)
Mathematical Programming, Series B
, vol.82
, Issue.1-2
, pp. 3-12
-
-
Queyranne, M.1
-
16
-
-
0003614273
-
-
MIT Press
-
P. Spirtes, C. Glymour, and R. Scheines. Causation, Prediction, and Search. MIT Press, 2001.
-
(2001)
Causation, Prediction, and Search
-
-
Spirtes, P.1
Glymour, C.2
Scheines, R.3
-
17
-
-
36348929435
-
Ordering-based search: A simple and effective algorithm for learning Bayesian networks
-
M. Teyssier and D. Koller. Ordering-based search: A simple and effective algorithm for learning Bayesian networks. In UAI, 2005.
-
(2005)
UAI
-
-
Teyssier, M.1
Koller, D.2
|