-
2
-
-
84880744392
-
A complete characterization of the gap between convexity and sos-convexity
-
A. A. Ahmadi and P. A. Parrilo. A complete characterization of the gap between convexity and sos-convexity. SIAM J. on Optimization, 2013.
-
(2013)
SIAM J. on Optimization
-
-
Ahmadi, A.A.1
Parrilo, P.A.2
-
4
-
-
0035509961
-
Fast approximate energy minimization via graph cuts
-
Y. Boykov, O. Veksler, and R. Zabih. Fast approximate energy minimization via graph cuts. PAMI, 2001.
-
(2001)
PAMI
-
-
Boykov, Y.1
Veksler, O.2
Zabih, R.3
-
5
-
-
77955998861
-
Polynomial shape from shading
-
A. Ecker and A. D. Jepson. Polynomial shape from shading. In CVPR, 2010.
-
(2010)
CVPR
-
-
Ecker, A.1
Jepson, A.D.2
-
7
-
-
79551518880
-
Mrf energy minimization and beyond via dual decomposition
-
N. Komodakis, N. Paragios, and G. Tziritas. Mrf energy minimization and beyond via dual decomposition. PAMI, 2011.
-
(2011)
PAMI
-
-
Komodakis, N.1
Paragios, N.2
Tziritas, G.3
-
8
-
-
85008044987
-
Matrix factorization techniques for recommender systems
-
Y. Koren, R. Bell, and C. Volinsky. Matrix factorization techniques for recommender systems. Computer, 2009.
-
(2009)
Computer
-
-
Koren, Y.1
Bell, R.2
Volinsky, C.3
-
9
-
-
23044526887
-
Global optimization with polynomials and the problem of moments
-
J. B. Lasserre. Global optimization with polynomials and the problem of moments. SIAM Journal on Optimization, 2001.
-
(2001)
SIAM Journal on Optimization
-
-
Lasserre, J.B.1
-
10
-
-
34547492080
-
Convergent sdp-relaxations in polynomial optimization with sparsity
-
J. B. Lasserre. Convergent sdp-relaxations in polynomial optimization with sparsity. SIAM Journal on Optimization, 2006.
-
(2006)
SIAM Journal on Optimization
-
-
Lasserre, J.B.1
-
13
-
-
84885651092
-
Belief propagation for continuous state spaces: Stochastic messagepassing with quantitative guarantees
-
N. Noorshams and M. J. Wainwright. Belief propagation for continuous state spaces: Stochastic messagepassing with quantitative guarantees. JMLR, 2013.
-
(2013)
JMLR
-
-
Noorshams, N.1
Wainwright, M.J.2
-
14
-
-
84931269264
-
-
arXiv: 1310.4716
-
A. Papachristodoulou, J. Anderson, G. Valmorbida, S. Prajna, P. Seiler, and P. Parrilo. Sostools version 3.00 sum of squares optimization toolbox for matlab. arXiv: 1310.4716, 2013.
-
(2013)
Sostools Version 3.00 Sum of Squares Optimization Toolbox for Matlab
-
-
Papachristodoulou, A.1
Anderson, J.2
Valmorbida, G.3
Prajna, S.4
Seiler, P.5
Parrilo, P.6
-
17
-
-
80053438176
-
Convex max-product algorithms for continuous mrfs with applications to protein folding
-
J. Peng, T. Hazan, D. McAllester, and R. Urtasun. Convex max-product algorithms for continuous mrfs with applications to protein folding. In ICML, 2011.
-
(2011)
ICML
-
-
Peng, J.1
Hazan, T.2
McAllester, D.3
Urtasun, R.4
-
19
-
-
9444267266
-
On the convergence of bound optimization algorithms
-
R. Salakhutdinov, S. Roweis, and Z. Ghahramani. On the convergence of bound optimization algorithms. In UAI, 2002.
-
(2002)
UAI
-
-
Salakhutdinov, R.1
Roweis, S.2
Ghahramani, Z.3
-
20
-
-
84887341120
-
Continuous inference in graphical models with polynomial energies
-
M. Salzmann. Continuous inference in graphical models with polynomial energies. In CVPR, 2013.
-
(2013)
CVPR
-
-
Salzmann, M.1
-
21
-
-
80052908754
-
Distributed message passing for large scale graphical models
-
A. G. Schwing, T. Hazan, M. Pollefeys, and R. Urtasun. Distributed Message Passing for Large Scale Graphical Models. In CVPR, 2011.
-
(2011)
CVPR
-
-
Schwing, A.G.1
Hazan, T.2
Pollefeys, M.3
Urtasun, R.4
-
22
-
-
84867113207
-
Efficient structured prediction with latent variables for general graphical models
-
A. G. Schwing, T. Hazan, M. Pollefeys, and R. Urtasun. Efficient Structured Prediction with Latent Variables for General Graphical Models. In ICML, 2012.
-
(2012)
ICML
-
-
Schwing, A.G.1
Hazan, T.2
Pollefeys, M.3
Urtasun, R.4
-
24
-
-
84867126508
-
Kernel belief propagation
-
L. Song, A. Gretton, D. Bickson, Y. Low, and C. Guestrin. Kernel belief propagation. In AISTATS, 2011.
-
(2011)
AISTATS
-
-
Song, L.1
Gretton, A.2
Bickson, D.3
Low, Y.4
Guestrin, C.5
-
25
-
-
85162020730
-
On the convergence of the concave-convex procedure
-
B. Sriperumbudur and G. Lanckriet. On the convergence of the concave-convex procedure. In NIPS'09.
-
NIPS'09
-
-
Sriperumbudur, B.1
Lanckriet, G.2
-
27
-
-
77957966295
-
Nonparametric belief propagation
-
E. B. Sudderth, A. T. Ihler, M. Isard, W. T. Freeman, and A. S. Willsky. Nonparametric belief propagation. Communications of the ACM, 2010.
-
(2010)
Communications of the ACM
-
-
Sudderth, E.B.1
Ihler, A.T.2
Isard, M.3
Freeman, W.T.4
Willsky, A.S.5
-
28
-
-
61449220312
-
On the continuous dependence of the roots of a polynomial on its coefficients
-
D. J. Uherka and A. M. Sergott. On the continuous dependence of the roots of a polynomial on its coefficients. American Mathematical Monthly, 1977.
-
(1977)
American Mathematical Monthly
-
-
Uherka, D.J.1
Sergott, A.M.2
-
30
-
-
84887366095
-
Soft inextensibility constraints for template-free non-rigid reconstruction
-
S. Vicente and L. Agapito. Soft inextensibility constraints for template-free non-rigid reconstruction. In ECCV, 2012.
-
(2012)
ECCV
-
-
Vicente, S.1
Agapito, L.2
-
31
-
-
0011952756
-
Correctness of belief propagation in Gaussian graphical models of arbitrary topology
-
Y. Weiss and W. T. Freeman. Correctness of belief propagation in gaussian graphical models of arbitrary topology. Neural computation, 2001.
-
(2001)
Neural Computation
-
-
Weiss, Y.1
Freeman, W.T.2
-
32
-
-
71149086466
-
Learning structural svms with latent variables
-
C. N. Yu and T. Joachims. Learning structural svms with latent variables. In ICML, 2009.
-
(2009)
ICML
-
-
Yu, C.N.1
Joachims, T.2
|