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Volumn 2017-December, Issue , 2017, Pages 5546-5554

Approximation and convergence properties of generative adversarial learning

Author keywords

[No Author keywords available]

Indexed keywords

GLOBAL OPTIMIZATION;

EID: 85047011019     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (111)

References (15)
  • 3
    • 85047014628 scopus 로고    scopus 로고
    • Generalization and equilibrium in generative adversarial nets (gans)
    • S. Arora, R. Ge, Y. Liang, T. Ma, and Y. Zhang. Generalization and equilibrium in generative adversarial nets (gans). CoRR, abs/1703.00573, 2017.
    • (2017) CoRR
    • Arora, S.1    Ge, R.2    Liang, Y.3    Ma, T.4    Zhang, Y.5
  • 4
  • 5
    • 84983185824 scopus 로고    scopus 로고
    • Training generative neural networks via maximum mean discrepancy optimization
    • G. K. Dziugaite, D. M. Roy, and Z. Ghahramani. Training generative neural networks via maximum mean discrepancy optimization. In UAI 2015.
    • (2015) UAI
    • Dziugaite, G.K.1    Roy, D.M.2    Ghahramani, Z.3
  • 6
    • 85019185445 scopus 로고    scopus 로고
    • Stochastic optimization for large-scale optimal transport
    • A. Genevay, M. Cuturi, G. Peyré, and F. R. Bach. Stochastic optimization for large-scale optimal transport. In NIPS 2016.
    • (2016) NIPS
    • Genevay, A.1    Cuturi, M.2    Peyré, G.3    Bach, F.R.4
  • 9
    • 84970016114 scopus 로고    scopus 로고
    • Generative moment matching networks
    • Y. Li, K. Swersky, and R. Zemel. Generative moment matching networks. In ICML 2015.
    • (2015) ICML
    • Li, Y.1    Swersky, K.2    Zemel, R.3
  • 10
    • 85018914753 scopus 로고    scopus 로고
    • F-GAN: Training generative neural samplers using variational divergence minimization
    • S. Nowozin, B. Cseke, and R. Tomioka. f-GAN: Training generative neural samplers using variational divergence minimization. In NIPS 2016.
    • (2016) NIPS
    • Nowozin, S.1    Cseke, B.2    Tomioka, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.