BibSLEIGH corpus
BibSLEIGH tags
BibSLEIGH bundles
BibSLEIGH people
Open Knowledge
XHTML 1.0 W3C Rec
CSS 2.1 W3C CanRec
email twitter
Travelled to:
1 × France
1 × Israel
1 × United Kingdom
2 × USA
Collaborated with:
I.Sutskever G.E.Hinton R.B.Grosse K.Swersky G.E.Dahl
Talks about:
learn (4) network (3) hessian (3) neural (3) optim (3) curvatur (2) recurr (2) free (2) deep (2) momentum (1)

Person: James Martens

DBLP DBLP: Martens:James

Contributed to:

ICML 20152015
ICML c3 20132013
ICML 20122012
ICML 20112011
ICML 20102010

Wrote 7 papers:

ICML-2015-MartensG #approximate #network #optimisation
Optimizing Neural Networks with Kronecker-factored Approximate Curvature (JM, RBG), pp. 2408–2417.
ICML-c3-2013-SutskeverMDH #learning #on the
On the importance of initialization and momentum in deep learning (IS, JM, GED, GEH), pp. 1139–1147.
Estimating the Hessian by Back-propagating Curvature (JM, IS, KS), p. 126.
ICML-2011-MartensS #learning #network #optimisation
Learning Recurrent Neural Networks with Hessian-Free Optimization (JM, IS), pp. 1033–1040.
ICML-2011-SutskeverMH #generative #network
Generating Text with Recurrent Neural Networks (IS, JM, GEH), pp. 1017–1024.
ICML-2010-Martens #learning #optimisation
Deep learning via Hessian-free optimization (JM), pp. 735–742.
ICML-2010-Martens10a #learning #linear
Learning the Linear Dynamical System with ASOS (JM), pp. 743–750.

Bibliography of Software Language Engineering in Generated Hypertext (BibSLEIGH) is created and maintained by Dr. Vadim Zaytsev.
Hosted as a part of SLEBOK on GitHub.