-
1
-
-
21944448323
-
Signal recovery from random projections
-
76-86
-
Candès E J and Romberg J K 2005 Signal recovery from random projections Proc. SPIE 5674 76-86
-
(2005)
Proc. SPIE
, vol.5674
, pp. 76-86
-
-
Candès, E.J.1
Romberg, J.K.2
-
6
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
1771-800
-
Hinton G E 2002 Training products of experts by minimizing contrastive divergence Neural Comput. 14 1771-800
-
(2002)
Neural Comput.
, vol.14
, pp. 1771-1800
-
-
Hinton, G.E.1
-
7
-
-
69349090197
-
Learning deep architectures for AI
-
1-127
-
Bengio Y 2009 Learning deep architectures for AI Found. Trends. Mach. Learn. 2 1-127
-
(2009)
Found. Trends. Mach. Learn.
, vol.2
, pp. 1-127
-
-
Bengio, Y.1
-
8
-
-
0020276268
-
Reverend Bayes on inference engines: A distributed hierarchical approach
-
pp 133-6
-
Pearl J 1982 Reverend Bayes on inference engines: a distributed hierarchical approach Proc. National Conf. on Artificial Intelligence pp 133-6
-
(1982)
Proc. National Conf. on Artificial Intelligence
, pp. 133-136
-
-
Pearl, J.1
-
10
-
-
77954825041
-
Message-passing algorithms for compressed sensing: I. Motivation and construction
-
(Piscataway, NJ: IEEE) pp 1-5
-
Donoho D L, Maleki A and Montanari A 2010 Message-passing algorithms for compressed sensing: I. motivation and construction Proc. IEEE Information Theory Workshop (Piscataway, NJ: IEEE) pp 1-5
-
(2010)
Proc. IEEE Information Theory Workshop
, pp. 1-5
-
-
Donoho, D.L.1
Maleki, A.2
Montanari, A.3
-
11
-
-
80054799706
-
Generalized approximate message passing for estimation with random linear mixing
-
(Piscataway, NJ: IEEE) pp 2168-72
-
Rangan S 2011 Generalized approximate message passing for estimation with random linear mixing Proc. IEEE Int. Symp. on Information Theory (Piscataway, NJ: IEEE) pp 2168-72
-
(2011)
Proc. IEEE Int. Symp. on Information Theory
, pp. 2168-2172
-
-
Rangan, S.1
-
12
-
-
84883317968
-
Expectation-maximization Gaussian-mixture approximate message passing
-
4658-72
-
Vila J P and Schniter P 2013 Expectation-maximization gaussian-mixture approximate message passing IEEE Trans. Signal Process. 61 4658-72
-
(2013)
IEEE Trans. Signal Process.
, vol.61
, pp. 4658-4672
-
-
Vila, J.P.1
Schniter, P.2
-
14
-
-
84866310626
-
Probabilistic reconstruction in compressed sensing: Algorithms, phase diagrams, and threshold achieving matrices
-
Krzakala F, Mézard M, Sausset F, Sun Y and Zdeborová L 2012 Probabilistic reconstruction in compressed sensing: algorithms, phase diagrams, and threshold achieving matrices J. Stat. Mech. P08009
-
(2012)
J. Stat. Mech.
, vol.2012
, Issue.8
-
-
Krzakala, F.1
Mézard, M.2
Sausset, F.3
Sun, Y.4
Zdeborová, L.5
-
16
-
-
84862627889
-
Boltzmann machine and mean-field approximation for structured sparse decompositions
-
3425-38
-
Drémeau A, Herzet C and Daudet L 2012 Boltzmann machine and mean-field approximation for structured sparse decompositions IEEE Trans. Signal Process. 60 3425-38
-
(2012)
IEEE Trans. Signal Process.
, vol.60
, pp. 3425-3438
-
-
Drémeau, A.1
Herzet, C.2
Daudet, L.3
-
17
-
-
84996241537
-
Solution of 'solvable model of a spin-glass'
-
593-601
-
Thouless D J, Anderson P W and Palmer R G 1977 Solution of 'solvable model of a spin-glass' Phil. Mag. 35 593-601
-
(1977)
Phil. Mag.
, vol.35
, pp. 593-601
-
-
Thouless, D.J.1
Anderson, P.W.2
Palmer, R.G.3
-
19
-
-
0012174196
-
An idiosyncratic journey beyond mean field theory
-
Yedidia J ed M Opper and D Saad (Cambridge, MA: MIT Press) pp 21-36
-
Yedidia J 2001 An idiosyncratic journey beyond mean field theory Advanced Mean Field Methods: Theory and Practice ed M Opper and D Saad (Cambridge, MA: MIT Press) pp 21-36
-
(2001)
Advanced Mean Field Methods: Theory and Practice
, pp. 21-36
-
-
Yedidia, J.1
Opper, M.2
Saad, D.3
-
20
-
-
84965141924
-
Training restricted Boltzmann machines via the Thouless-Andreson-Palmer free energy
-
Gabrieacute; M, Tramel E W and Krzakala F vol ed C Cortes, N D Lawrence, D D Lee, M Sugiyama and R Garnett (Red Hook, NY: Curran Associates)
-
Gabrié M, Tramel E W and Krzakala F 2015 Training restricted Boltzmann machines via the Thouless-Andreson-Palmer free energy Advances in Neural Information Processing Systems vol 28 ed C Cortes, N D Lawrence, D D Lee, M Sugiyama and R Garnett (Red Hook, NY: Curran Associates)
-
(2015)
Advances in Neural Information Processing Systems
, vol.28
-
-
Gabrié, M.1
Tramel, E.W.2
Krzakala, F.3
Cortes, C.4
Lawrence, N.D.5
Lee, D.D.6
Sugiyama, M.7
Garnett, R.8
-
21
-
-
0001051762
-
Convergence condition of the TAP equation for the infinite-ranged ising spin glass model
-
Plefka T 1982 Convergence condition of the TAP equation for the infinite-ranged ising spin glass model J. Phys. A: Math. Gen. 15 1971
-
(1982)
J. Phys. A: Math. Gen.
, vol.15
, Issue.6
, pp. 1971
-
-
Plefka, T.1
-
22
-
-
56449086223
-
Training restricted Boltzmann machines using approximations to the likelihood gradient
-
(Helsinki, Finland,) (New York: ACM) pp 1064-71
-
Tieleman T 2008 Training restricted Boltzmann machines using approximations to the likelihood gradient ICML '08: Proc. 25th Int. Conf. on Machine Learning (Helsinki, Finland,) (New York: ACM) pp 1064-71
-
(2008)
ICML '08: Proc. 25th Int. Conf. on Machine Learning
, pp. 1064-1071
-
-
Tieleman, T.1
-
23
-
-
84872506495
-
A practical guide to training restricted Boltzmann machines
-
Hinton G E 2nd edn ed G Montavon, G B Orr and K-B Mudie;ller (Berlin: Springer) pp 599-619
-
Hinton G E 2012 A practical guide to training restricted Boltzmann machines Neural Networks: Tricks of the Trade 2nd edn ed G Montavon, G B Orr and K-B Müller (Berlin: Springer) pp 599-619
-
(2012)
Neural Networks: Tricks of the Trade
, pp. 599-619
-
-
Hinton, G.E.1
Montavon, G.2
Orr, G.B.3
Müller, K.-B.4
-
24
-
-
84865595751
-
An introduction to restricted Boltzmann machines
-
Fischer A and Igel C (Buenos Aires, Argentina, 3-6 September 2012) ed L Alvarez, M Mejail, L Gomez and J Jacobo (Berlin: Springer) pp 14-36
-
Fischer A and Igel C 2012 An introduction to restricted Boltzmann machines Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 17th Iberoamerican Congress, CIARP 2012 (Buenos Aires, Argentina, 3-6 September 2012) ed L Alvarez, M Mejail, L Gomez and J Jacobo (Berlin: Springer) pp 14-36
-
(2012)
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications: 17th Iberoamerican Congress, CIARP 2012
, pp. 14-36
-
-
Fischer, A.1
Igel, C.2
Alvarez, L.3
Mejail, M.4
Gomez, L.5
Jacobo, J.6
|