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Volumn 4, Issue January, 2014, Pages 3077-3085

Simple MAP inference via low-rank relaxations

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION SCIENCE; MARKOV PROCESSES;

EID: 84937942720     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (21)
  • 5
    • 84893574327 scopus 로고
    • Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming
    • M. Goemans and D. Williamson. Improved approximation algorithms for maximum cut and satisfiability problems using semidefinite programming. Journal of the ACM (JACM), 42(6): 1115-1145, 1995.
    • (1995) Journal of the ACM (JACM) , vol.42 , Issue.6 , pp. 1115-1145
    • Goemans, M.1    Williamson, D.2
  • 6
    • 0031681870 scopus 로고    scopus 로고
    • Semidefinite relaxation and nonconvex quadratic optimization
    • Y. Nesterov. Semidefinite relaxation and nonconvex quadratic optimization. Optimization methods and software, 9: 141-160, 1998.
    • (1998) Optimization Methods and Software , vol.9 , pp. 141-160
    • Nesterov, Y.1
  • 7
    • 33747188137 scopus 로고    scopus 로고
    • Approximating the cut-norm via grothendieck's inequality
    • N. Alon and A. Naor. Approximating the cut-norm via Grothendieck's inequality. SIAM Journal on Computing, 35(4): 787-803, 2006.
    • (2006) SIAM Journal on Computing , vol.35 , Issue.4 , pp. 787-803
    • Alon, N.1    Naor, A.2
  • 8
    • 1542337156 scopus 로고    scopus 로고
    • A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization
    • S. Burer and R. Monteiro. A nonlinear programming algorithm for solving semidefinite programs via low-rank factorization. Mathematical Programming, 95(2): 329-357, 2001.
    • (2001) Mathematical Programming , vol.95 , Issue.2 , pp. 329-357
    • Burer, S.1    Monteiro, R.2
  • 9
    • 51249170448 scopus 로고
    • Problems of distance geometry and convex properties of quadratic maps
    • A. I. Barvinok. Problems of distance geometry and convex properties of quadratic maps. Discrete & Computational Geometry, 13: 189-202, 1995.
    • (1995) Discrete & Computational Geometry , vol.13 , pp. 189-202
    • Barvinok, A.I.1
  • 10
    • 0032070507 scopus 로고    scopus 로고
    • On the rank of extreme matrices in semidefinite programs and the multiplicity of optimal eigenvalues
    • G. Pataki. On the rank of extreme matrices in semidefinite programs and the multiplicity of optimal eigenvalues. Mathematics of Operations Research, 23(2): 339-358, 1998.
    • (1998) Mathematics of Operations Research , vol.23 , Issue.2 , pp. 339-358
    • Pataki, G.1
  • 12
    • 21644465788 scopus 로고    scopus 로고
    • Local minima and convergence in low-rank semidefinite programming
    • S. Burer and R. Monteiro. Local minima and convergence in low-rank semidefinite programming. Mathematical Programming, 103(3): 427-444, 2005.
    • (2005) Mathematical Programming , vol.103 , Issue.3 , pp. 427-444
    • Burer, S.1    Monteiro, R.2
  • 14
    • 0001878701 scopus 로고
    • Positive definite functions on spheres
    • I. J. Schoenberg. Positive definite functions on spheres. Duke Mathematical Journal, 9: 96-108, 1942.
    • (1942) Duke Mathematical Journal , vol.9 , pp. 96-108
    • Schoenberg, I.J.1
  • 15
  • 18
    • 84880089568 scopus 로고    scopus 로고
    • Parallel stochastic gradient algorithms for large-scale matrix completion
    • B. Recht and C. Ré. Parallel stochastic gradient algorithms for large-scale matrix completion. Mathematical Programming Computation, 5: 1-26, 2013.
    • (2013) Mathematical Programming Computation , vol.5 , pp. 1-26
    • Recht, B.1    Ré, C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.