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Volumn 2017-December, Issue , 2017, Pages 6926-6935

Sticking the landing: Simple, lower-variance gradient estimators for variational inference

Author keywords

[No Author keywords available]

Indexed keywords

GRADIENT ESTIMATOR; LOWER BOUNDS; SCORE FUNCTION; VARIANCE APPROACHES; VARIATIONAL INFERENCE; VARIATIONAL PARAMETERS;

EID: 85046997203     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (213)

References (20)
  • 6
    • 84862277874 scopus 로고    scopus 로고
    • Understanding the difficulty of training deep feedforward neural networks
    • Xavier Glorot and Yoshua Bengio. Understanding the difficulty of training deep feedforward neural networks. In Aistats, Volume 9, pages 249-256, 2010.
    • (2010) Aistats , vol.9 , pp. 249-256
    • Glorot, X.1    Bengio, Y.2
  • 15
    • 84955506831 scopus 로고    scopus 로고
    • Black box variational inference
    • Rajesh Ranganath, Sean Gerrish, and David M Blei. Black box variational inference. In AISTATS, pages 814-822, 2014.
    • (2014) AISTATS , pp. 814-822
    • Ranganath, R.1    Gerrish, S.2    Blei, D.M.3
  • 18
    • 85046993990 scopus 로고    scopus 로고
    • Gaussian variational approximation with sparse precision matrices
    • Linda SL Tan and David J Nott. Gaussian variational approximation with sparse precision matrices. Statistics and Computing, pages 1-17, 2017.
    • (2017) Statistics and Computing , pp. 1-17
    • Tan, L.S.L.1    Nott, D.J.2
  • 20
    • 0000337576 scopus 로고
    • Simple statistical gradient-following algorithms for connectionist reinforcement learning
    • Ronald J Williams. Simple statistical gradient-following algorithms for connectionist reinforcement learning. Machine learning, 8(3-4): 229-256, 1992.
    • (1992) Machine Learning , vol.8 , Issue.3-4 , pp. 229-256
    • Williams, R.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.