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Volumn 15, Issue , 2011, Pages 525-533

Follow-the-regularized-leader and mirror descent: Equivalence theorems and L1 regularization

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED FORM; COMPOSITE MIRRORS; DATA SETS; EQUIVALENCE THEOREM; EXPERIMENTAL OBSERVATION; GRADIENT DESCENT; L1 REGULARIZATIONS; SUBGRADIENT;

EID: 84862284994     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Conference Paper
Times cited : (186)

References (14)
  • 1
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    • Optimal strategies and minimax lower bounds for online convex games
    • Jacob Abernethy, Peter L. Bartlett, Alexander Rakhlin, and Ambuj Tewari. Optimal strategies and minimax lower bounds for online convex games. In COLT, 2008.
    • (2008) COLT
    • Abernethy, J.1    Bartlett, P.L.2    Rakhlin, A.3    Tewari, A.4
  • 3
    • 0004055894 scopus 로고    scopus 로고
    • Cambridge University Press, New York, NY, USA. ISBN 0521833787
    • Stephen Boyd and Lieven Vandenberghe. Convex Optimization. Cambridge University Press, New York, NY, USA, 2004. ISBN 0521833787.
    • (2004) Convex Optimization
    • Boyd, S.1    Vandenberghe, L.2
  • 5
    • 71149120542 scopus 로고    scopus 로고
    • Proximal regularization for online and batch learning
    • Chuong B. Do, Quoc V. Le, and Chuan-Sheng Foo. Proximal regularization for online and batch learning. In ICML, 2009.
    • (2009) ICML
    • Do, C.B.1    Le, Q.V.2    Foo, C.-S.3
  • 7
    • 77956549765 scopus 로고    scopus 로고
    • Efficient learning using forward-backward splitting
    • John Duchi and Yoram Singer. Efficient learning using forward-backward splitting. In NIPS, 2009.
    • (2009) NIPS
    • Duchi, J.1    Singer, Y.2
  • 8
    • 80052423377 scopus 로고    scopus 로고
    • Adaptive subgradient methods for online learning and stochastic optimization
    • John Duchi, Elad Hazan, and Yoram Singer. Adaptive subgradient methods for online learning and stochastic optimization. In COLT, 2010a.
    • (2010) COLT
    • Duchi, J.1    Hazan, E.2    Singer, Y.3
  • 11
    • 84877796371 scopus 로고    scopus 로고
    • Adaptive bound optimization for online convex optimization
    • H. Brendan McMahan and Matthew Streeter. Adaptive bound optimization for online convex optimization. In COLT, 2010.
    • (2010) COLT
    • McMahan, H.B.1    Streeter, M.2
  • 12
    • 77956501975 scopus 로고    scopus 로고
    • Dual averaging method for regularized stochastic learning and online optimization
    • Lin Xiao. Dual averaging method for regularized stochastic learning and online optimization. In NIPS, 2009.
    • (2009) NIPS
    • Xiao, L.1
  • 13
    • 1942484421 scopus 로고    scopus 로고
    • Online convex programming and generalized infinitesimal gradient ascent
    • Martin Zinkevich. Online convex programming and generalized infinitesimal gradient ascent. In ICML, 2003.
    • (2003) ICML
    • Zinkevich, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.