V. Franzoni, Y. Li, C. Leung, and A. Milani. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7974 LNCS (PART 4):
657-672(January 2017)
J. Hidders, M. Dumas, W. van der Aalst, A. ter Hofstede, and J. Verelst. Proceedings of the 2005 Australasian Symposium on Theory of Computing - Volume 41, page 3--11. Darlinghurst, Australia, Australia, Australian Computer Society, Inc., (2005)
H. Li, and N. Abe. Proceedings of the 17th international conference on Computational linguistics-Volume 2, page 749--755. Association for Computational Linguistics, (1998)
D. Milne, and I. Witten. Proceeding of AAAI Workshop on Wikipedia and Artificial Intelligence: an Evolving Synergy, page 25--30. AAAI Press, (July 2008)
H. Zhang, M. Korayem, E. You, and D. Crandall. Proceedings of the fifth ACM international conference on Web search and data mining, page 33--42. ACM, (2012)
A. Hertzmann, C. Jacobs, N. Oliver, B. Curless, and D. Salesin. SIGGRAPH '01: Proceedings of the 28th annual conference on Computer graphics and interactive techniques, page 327--340. New York, NY, USA, ACM Press, (2001)
X. Wang, A. Smalter, J. Huan, and G. Lushington. Advances in Database Technology -- Proceedings of the 12th International Conference on Extending Database Technology (EDBT 2009), Saint Petersburg, Russia, March 24-26, 2009, page 472--480. New York, NY, USA, ACM, (2009)
Q. Zhao, S. Hoi, T. Liu, S. Bhowmick, M. Lyu, and W. Ma. WWW '06: Proceedings of the 15th international conference on World Wide Web, page 543--552. New York, NY, USA, ACM, (2006)
Q. Zhao, S. Hoi, T. Liu, S. Bhowmick, M. Lyu, and W. Ma. WWW '06: Proceedings of the 15th international conference on World Wide Web, page 543--552. New York, NY, USA, ACM Press, (2006)
J. Werfel, X. Xie, and H. Seung. In, MIT Press, (2003)Discussion of learning curves for stochastic gradient descent.
Besides gradient based approaches, the paper shortly describes (with additional references) weight perturbation and node perturbation approaches..
A. Almal, A. Mitra, R. Datar, P. Lenehan, D. Fry, R. Cote, and W. Worzel. GECCO 2006: Proceedings of the 8th annual conference
on Genetic and evolutionary computation, 1, page 239--246. Seattle, Washington, USA, ACM Press, (8-12 July 2006)