-
1
-
-
0003924391
-
-
Cambridge University Press, New York, NY, USA, 1st edition
-
Martin Anthony and Peter L. Bartlett. Neural Network Learning: Theoretical Foundations. Cambridge University Press, New York, NY, USA, 1st edition, 2009.
-
(2009)
Neural Network Learning: Theoretical Foundations
-
-
Anthony, M.1
Bartlett, P.L.2
-
2
-
-
84897493564
-
Distributed learning, communication complexity and privacy
-
Maria-Florina Balcan, Avrim Blum, Shai Fine, and Yishay Mansour. Distributed learning, communication complexity and privacy. In Proceedings of the 25th Conference on Computational Learning Theory (COLT), pages 26.1-26.22, 2012.
-
(2012)
Proceedings of the 25th Conference on Computational Learning Theory (COLT)
, pp. 261-2622
-
-
Balcan, M.-F.1
Blum, A.2
Fine, S.3
Mansour, Y.4
-
3
-
-
0031187873
-
A Bayesian/information theoretic model of learning to learn via multiple task sampling
-
July
-
Jonathan Baxter. A Bayesian/information theoretic model of learning to learn via multiple task sampling. Machine Learning, 28(1):7-39, July 1997.
-
(1997)
Machine Learning
, vol.28
, Issue.1
, pp. 7-39
-
-
Baxter, J.1
-
4
-
-
14344277592
-
A model of inductive bias learning
-
March
-
Jonathan Baxter. A model of inductive bias learning. Journal of Artificial Intelligence Research, 12(1):149-198, March 2000.
-
(2000)
Journal of Artificial Intelligence Research
, vol.12
, Issue.1
, pp. 149-198
-
-
Baxter, J.1
-
5
-
-
85047014248
-
Collaborative PAC learning
-
Avrim Blum, Nika Haghtalab, Ariel D. Procaccia, and Mingda Qiao. Collaborative PAC learning. In Proceedings of the 30th Annual Conference on Neural Information Processing Systems (NIPS), pages 2389-2398, 2017.
-
(2017)
Proceedings of the 30th Annual Conference on Neural Information Processing Systems (NIPS)
, pp. 2389-2398
-
-
Blum, A.1
Haghtalab, N.2
Procaccia, A.D.3
Qiao, M.4
-
6
-
-
85064807264
-
Tight bounds for collaborative PAC learning via multiplicative weights
-
abs/1805.09217
-
Jiecao Chen, Qin Zhang, and Yuan Zhou. Tight bounds for collaborative PAC learning via multiplicative weights. CoRR, abs/1805.09217, 2018.
-
(2018)
CoRR
-
-
Chen, J.1
Zhang, Q.2
Zhou, Y.3
-
7
-
-
80053446822
-
Optimal distributed online prediction
-
Ofer Dekel, Ran Gilad-Bachrach, Ohad Shamir, and Lin Xiao. Optimal distributed online prediction. In Proceedings of the 28th International Conference on Machine Learning (ICML), pages 713-720, 2011.
-
(2011)
Proceedings of the 28th International Conference on Machine Learning (ICML)
, pp. 713-720
-
-
Dekel, O.1
Gilad-Bachrach, R.2
Shamir, O.3
Xiao, L.4
-
9
-
-
84919463015
-
A nearly linear-time PTAS for explicit fractional packing and covering linear programs
-
December
-
Christos Koufogiannakis and Neal E. Young. A nearly linear-time PTAS for explicit fractional packing and covering linear programs. Algorithmica, 70(4):648-674, December 2014.
-
(2014)
Algorithmica
, vol.70
, Issue.4
, pp. 648-674
-
-
Koufogiannakis, C.1
Young, N.E.2
-
13
-
-
0021518106
-
A theory of the learnable
-
November
-
L. G. Valiant. A theory of the learnable. Commun. ACM, 27(11):1134-1142, November 1984.
-
(1984)
Commun. ACM
, vol.27
, Issue.11
, pp. 1134-1142
-
-
Valiant, L.G.1
|