-
2
-
-
0034201611
-
Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons
-
June ISSN 0899-7667
-
Amari, Shun-ichi, Park, Hyeyoung, and Fukumizu, Kenji. Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. Neural Computation, 12(6):1399-1409, June 2000. ISSN 0899-7667.
-
(2000)
Neural Computation
, vol.12
, Issue.6
, pp. 1399-1409
-
-
Amari, S.-I.1
Park, H.2
Fukumizu, K.3
-
4
-
-
68949096711
-
SGD-QN: Careful quasi-newton stochastic gradient descent
-
July
-
Bordes, Antoine, Bottou, Léon, and Gallinari, Patrick. SGD-QN: Careful quasi-newton stochastic gradient descent. Journal of Machine Learning Research, 10: 1737-1754, July 2009.
-
(2009)
Journal of Machine Learning Research
, vol.10
, pp. 1737-1754
-
-
Bordes, A.1
Bottou, L.2
Gallinari, P.3
-
5
-
-
0013309537
-
Online algorithms and stochastic approximations
-
Saad, David (ed.), Cambridge University Press, Cambridge, UK
-
Bottou, Léon. Online algorithms and stochastic approximations. In Saad, David (ed.), Online Learning and Neural Networks. Cambridge University Press, Cambridge, UK, 1998.
-
(1998)
Online Learning and Neural Networks
-
-
Bottou, L.1
-
6
-
-
84882309474
-
The tradeoffs of large scale learning
-
Sra, Suvrit, Nowozin, Sebastian, and Wright, Stephen J. (eds.), MIT Press
-
Bottou, Léon and Bousquet, Olivier. The tradeoffs of large scale learning. In Sra, Suvrit, Nowozin, Sebastian, and Wright, Stephen J. (eds.), Optimization for Machine Learning, pp. 351-368. MIT Press, 2011.
-
(2011)
Optimization for Machine Learning
, pp. 351-368
-
-
Bottou, L.1
Bousquet, O.2
-
7
-
-
84899022736
-
Large scale online learning
-
Thrun, Sebastian, Saul, Lawrence, and Schölkopf, Bernhard (eds.), MIT Press, Cambridge, MA
-
Bottou, Léon and LeCun, Yann. Large scale online learning. In Thrun, Sebastian, Saul, Lawrence, and Schölkopf, Bernhard (eds.), Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA, 2004.
-
(2004)
Advances in Neural Information Processing Systems
, vol.16
-
-
Bottou, L.1
LeCun, Y.2
-
10
-
-
33748998787
-
Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming
-
May ISSN 0885-6125
-
George, Abraham P. and Powell, Warren B. Adaptive stepsizes for recursive estimation with applications in approximate dynamic programming. Machine Learning, 65(1):16798, May 2006. ISSN 0885-6125.
-
(2006)
Machine Learning
, vol.65
, Issue.1
, pp. 16798
-
-
George, A.P.1
Powell, W.B.2
-
15
-
-
0001857994
-
Efficient backprop
-
Orr, G. and K., Muller (eds.), Springer
-
LeCun, Y., Bottou, L., Orr, G., and Muller, K. Efficient backprop. In Orr, G. and K., Muller (eds.), Neural Networks: Tricks of the trade. Springer, 1998.
-
(1998)
Neural Networks: Tricks of the Trade
-
-
LeCun, Y.1
Bottou, L.2
Orr, G.3
Muller, K.4
-
19
-
-
85083952393
-
Adaptive learning rates and parallelization for stochastic, sparse, non-smooth gradients
-
Schaul, Tom and LeCun, Yann. Adaptive learning rates and parallelization for stochastic, sparse, non-smooth gradients. In Proceedings of the International Conference on Learning Representations (ICLR), Scottsdale, AZ, 2013.
-
Proceedings of the International Conference on Learning Representations (ICLR), Scottsdale, AZ, 2013
-
-
Schaul, T.1
LeCun, Y.2
-
21
-
-
0036631778
-
Fast curvature matrix-vector products for second-order gradient descent
-
Schraudolph, Nicol N. Fast curvature matrix-vector products for second-order gradient descent. Neural computation, 14(7):1723-1738, 2002.
-
(2002)
Neural Computation
, vol.14
, Issue.7
, pp. 1723-1738
-
-
Schraudolph, N.N.1
|