-
1
-
-
84970114288
-
-
John Wiley & Sons
-
Apostol, T. 1967. Calculus. John Wiley & Sons.
-
(1967)
Calculus
-
-
Apostol, T.1
-
4
-
-
84864073449
-
Greedy layer-wise training of deep networks
-
Bengio, Y.; Lamblin, P.; Popovici, D.; Larochelle, H.; Montreal, U. D.; and Quebec, M. 2007. Greedy layer-wise training of deep networks. In NIPS.
-
(2007)
NIPS.
-
-
Bengio, Y.1
Lamblin, P.2
Popovici, D.3
Larochelle, H.4
Montreal, U.D.5
Quebec, M.6
-
5
-
-
69349090197
-
Learning deep architectures for ai
-
Bengio, Y. 2009. Learning deep architectures for ai. Found. Trends Mach. Learn. 2(1):1-127.
-
(2009)
Found. Trends Mach. Learn
, vol.2
, Issue.1
, pp. 1-127
-
-
Bengio, Y.1
-
6
-
-
84858769465
-
Privacy-preserving logistic regression
-
Chaudhuri, K., and Monteleoni, C. 2008. Privacy-preserving logistic regression. In NIPS'08, 289-296.
-
(2008)
NIPS'08
, pp. 289-296
-
-
Chaudhuri, K.1
Monteleoni, C.2
-
8
-
-
84920747718
-
Deep autoencoder neural networks for gene ontology annotation predictions
-
Chicco, D.; Sadowski, P.; and Baldi, P. 2014. Deep autoencoder neural networks for gene ontology annotation predictions. In ACM BCB'14, 533-540.
-
(2014)
ACM BCB'14
, pp. 533-540
-
-
Chicco, D.1
Sadowski, P.2
Baldi, P.3
-
9
-
-
80052688705
-
Personal privacy vs population privacy: Learning to attack anonymization
-
Cormode, G. 2011. Personal privacy vs population privacy: learning to attack anonymization. In KDD'11, 1253-1261.
-
(2011)
KDD'11
, pp. 1253-1261
-
-
Cormode, G.1
-
12
-
-
33745805403
-
A fast learning algorithm for deep belief nets
-
Hinton, G.; Osindero, S.; and Teh, Y.-W. 2006. A fast learning algorithm for deep belief nets. Neural Comput. 18(7):1527-1554.
-
(2006)
Neural Comput.
, vol.18
, Issue.7
, pp. 1527-1554
-
-
Hinton, G.1
Osindero, S.2
Teh, Y.-W.3
-
13
-
-
0013344078
-
Training products of experts by minimizing contrastive divergence
-
Hinton, G. E. 2002. Training products of experts by minimizing contrastive divergence. Neural Comput. 14(8).
-
(2002)
Neural Comput.
, vol.14
, Issue.8
-
-
Hinton, G.E.1
-
14
-
-
79959983519
-
No free lunch in data privacy
-
Kifer, D., and Machanavajjhala, A. 2011. No free lunch in data privacy. In SIGMOD'11, 193-204.
-
(2011)
SIGMOD'11
, pp. 193-204
-
-
Kifer, D.1
Machanavajjhala, A.2
-
15
-
-
85162408461
-
Differentially private m-estimators
-
Lei, J. 2011. Differentially private m-estimators. In NIPS, 361-369.
-
(2011)
NIPS
, pp. 361-369
-
-
Lei, J.1
-
16
-
-
84954101093
-
A deep learning approach to link prediction in dynamic networks
-
Li, X.; Du, N.; Li, H.; Li, K.; Gao, J.; and Zhang, A. 2014. A deep learning approach to link prediction in dynamic networks. In SIAM'14, 289-297.
-
(2014)
SIAM'14
, pp. 289-297
-
-
Li, X.1
Du, N.2
Li, H.3
Li, K.4
Gao, J.5
Zhang, A.6
-
17
-
-
79960016482
-
Differentially private recommender systems
-
ACM
-
McSherry, F., and Mironov, I. 2009. Differentially Private Recommender Systems. In KDD'09. ACM.
-
(2009)
KDD'09
-
-
McSherry, F.1
Mironov, I.2
-
18
-
-
46749128577
-
Mechanism design via differential privacy
-
McSherry, F., and Talwar, K. 2007. Mechanism design via differential privacy. In FOCS '07, 94-103.
-
(2007)
FOCS '07
, pp. 94-103
-
-
McSherry, F.1
Talwar, K.2
-
19
-
-
84907031476
-
Deepwalk: Online learning of social representations
-
Perozzi, B.; Al-Rfou, R.; and Skiena, S. 2014. Deepwalk: Online learning of social representations. In KDD'14, 701- 710.
-
(2014)
KDD'14
, pp. 701-710
-
-
Perozzi, B.1
Al-Rfou, R.2
Skiena, S.3
-
20
-
-
84937598092
-
Analysis of physical activity propagation in a health social network
-
Phan, N.; Dou, D.; Xiao, X.; Piniewski, B.; and Kil, D. 2014. Analysis of physical activity propagation in a health social network. In CIKM'14, 1329-1338.
-
(2014)
CIKM'14
, pp. 1329-1338
-
-
Phan, N.1
Dou, D.2
Xiao, X.3
Piniewski, B.4
Kil, D.5
-
21
-
-
84962500606
-
Social restricted boltzmann machine: Human behavior prediction in health social networks
-
Phan, N.; Dou, D.; Piniewski, B.; and Kil, D. 2015. Social restricted boltzmann machine: Human behavior prediction in health social networks. In ASONAM'15, 424-431.
-
(2015)
ASONAM'15
, pp. 424-431
-
-
Phan, N.1
Dou, D.2
Piniewski, B.3
Kil, D.4
-
22
-
-
84954108845
-
Privacy-preserving deep learning
-
Shokri, R., and Shmatikov, V. 2015. Privacy-preserving deep learning. In CCS'15, 1310-1321.
-
(2015)
CCS'15
, pp. 1310-1321
-
-
Shokri, R.1
Shmatikov, V.2
-
23
-
-
79959714549
-
Privacy-preserving statistical estimation with optimal convergence rates
-
Smith, A. 2011. Privacy-preserving statistical estimation with optimal convergence rates. In STOC'11, 813-822.
-
(2011)
STOC'11
, pp. 813-822
-
-
Smith, A.1
-
24
-
-
84911403786
-
Automatic vaginal bacteria segmentation and classification based on superpixel and deep learning
-
Song, Y.; Ni, D.; Zeng, Z.; He, L.; et al. 2014. Automatic vaginal bacteria segmentation and classification based on superpixel and deep learning. Journal of Medical Imaging and Health Informatics 4(5):781-786.
-
(2014)
Journal of Medical Imaging and Health Informatics
, vol.4
, Issue.5
, pp. 781-786
-
-
Song, Y.1
Ni, D.2
Zeng, Z.3
He, L.4
-
25
-
-
84864026688
-
Modeling human motion using binary latent variables
-
Taylor, G.; Hinton, G.; and Roweis, S. 2006. Modeling human motion using binary latent variables. In NIPS'06, 1345-1352.
-
(2006)
NIPS'06
, pp. 1345-1352
-
-
Taylor, G.1
Hinton, G.2
Roweis, S.3
-
26
-
-
84893600025
-
Differential privacy preserving spectral graph analysis
-
Wang, Y.; Wu, X.; and Wu, L. 2013. Differential privacy preserving spectral graph analysis. In PAKDD (2), 329-340.
-
(2013)
PAKDD
, Issue.2
, pp. 329-340
-
-
Wang, Y.1
Wu, X.2
Wu, L.3
-
27
-
-
77952787160
-
Differential privacy via wavelet transforms
-
Xiao, X.; Wang, G.; and Gehrke, J. 2010. Differential privacy via wavelet transforms. In ICDE'10, 225-236.
-
(2010)
ICDE'10
, pp. 225-236
-
-
Xiao, X.1
Wang, G.2
Gehrke, J.3
-
28
-
-
84887433184
-
Latent feature learning in social media network
-
Yuan, Z.; Sang, J.; Liu, Y.; and Xu, C. 2013. Latent feature learning in social media network. In ACM MM'13, 253-262.
-
(2013)
ACM MM'13
, pp. 253-262
-
-
Yuan, Z.1
Sang, J.2
Liu, Y.3
Xu, C.4
-
29
-
-
84873178476
-
Functional mechanism: Regression analysis under differential privacy
-
Zhang, J.; Zhang, Z.; Xiao, X.; Yang, Y.; and Winslett, M. 2012. Functional mechanism: Regression analysis under differential privacy. PVLDB 5(11):1364-1375.
-
(2012)
PVLDB
, vol.5
, Issue.11
, pp. 1364-1375
-
-
Zhang, J.1
Zhang, Z.2
Xiao, X.3
Yang, Y.4
Winslett, M.5
|