-
2
-
-
84873384215
-
Differentially private data analysis of social networks via restricted sensitivity
-
J. Blocki, A. Blum, A. Datta, and O. Sheffet. Differentially private data analysis of social networks via restricted sensitivity. In ITCS, 2013.
-
(2013)
ITCS
-
-
Blocki, J.1
Blum, A.2
Datta, A.3
Sheffet, O.4
-
3
-
-
79451473207
-
Bayesian inference for exponential random graph models
-
A. Caimo and N. Friel. Bayesian inference for exponential random graph models. Social Networks, 33(1):41-55, 2011.
-
(2011)
Social Networks
, vol.33
, Issue.1
, pp. 41-55
-
-
Caimo, A.1
Friel, N.2
-
4
-
-
84880566095
-
Recursive mechanism: Towards node differential privacy and unrestricted joins
-
S. Chen and S. Zhou. Recursive mechanism: towards node differential privacy and unrestricted joins. In SIGMOD, 2013.
-
(2013)
SIGMOD
-
-
Chen, S.1
Zhou, S.2
-
5
-
-
78651493210
-
Inferential network analysis with exponential random graph models
-
S. J. Cranmer and B. A. Desmarais. Inferential network analysis with exponential random graph models. Political Analysis, 19(1):66-86, 2011.
-
(2011)
Political Analysis
, vol.19
, Issue.1
, pp. 66-86
-
-
Cranmer, S.J.1
Desmarais, B.A.2
-
7
-
-
57049085430
-
Our data, ourselves: Privacy via distributed noise generation
-
C. Dwork, K. Kenthapadi, F. McSherry, I. Mironov, and M. Naor. Our data, ourselves: Privacy via distributed noise generation. EUROCRYPT, 2006.
-
(2006)
EUROCRYPT
-
-
Dwork, C.1
Kenthapadi, K.2
McSherry, F.3
Mironov, I.4
Naor, M.5
-
11
-
-
65449129981
-
Birds of a feather, or friend of a friend? Using exponential random graph models to investigate adolescent social networks*
-
S. M. Goodreau, J. A. Kitts, and M. Morris. Birds of a feather, or friend of a friend? using exponential random graph models to investigate adolescent social networks*. Demography, 46(1):103-125, 2009.
-
(2009)
Demography
, vol.46
, Issue.1
, pp. 103-125
-
-
Goodreau, S.M.1
Kitts, J.A.2
Morris, M.3
-
12
-
-
77951192010
-
Accurate estimation of the degree distribution of private networks
-
M. Hay, C. Li, G. Miklau, and D. Jensen. Accurate estimation of the degree distribution of private networks. In ICDM, 2009.
-
(2009)
ICDM
-
-
Hay, M.1
Li, C.2
Miklau, G.3
Jensen, D.4
-
13
-
-
34147139437
-
Curved exponential family models for social networks
-
D. Hunter. Curved exponential family models for social networks. Social Networks, 29(2):216-230, 2007.
-
(2007)
Social Networks
, vol.29
, Issue.2
, pp. 216-230
-
-
Hunter, D.1
-
15
-
-
37249055527
-
Particle methods for maximum likelihood estimation in latent variable models
-
A. M. Johansen, A. Doucet, and M. Davy. Particle methods for maximum likelihood estimation in latent variable models. Statistics and Computing, 2008.
-
(2008)
Statistics and Computing
-
-
Johansen, A.M.1
Doucet, A.2
Davy, M.3
-
19
-
-
77949501427
-
Kronecker graphs: An approach to modeling networks
-
J. Leskovec, D. Chakrabarti, J. Kleinberg, C. Faloutsos, and Z. Ghahramani. Kronecker graphs: An approach to modeling networks. JMLR, 2010.
-
(2010)
JMLR
-
-
Leskovec, J.1
Chakrabarti, D.2
Kleinberg, J.3
Faloutsos, C.4
Ghahramani, Z.5
-
21
-
-
84875618516
-
Exponential Random Graph Models for Social Networks: Theory, Methods, and Applications
-
Cambridge University Press
-
D. Lusher, J. Koskinen, and G. Robins. Exponential Random Graph Models for Social Networks: Theory, Methods, and Applications. Structural Analysis in the Social Sciences. Cambridge University Press, 2012.
-
(2012)
Structural Analysis in the Social Sciences
-
-
Lusher, D.1
Koskinen, J.2
Robins, G.3
-
22
-
-
84907023839
-
A differentially private estimator for the stochastic kronecker graph model
-
D. Mir and R. N. Wright. A differentially private estimator for the stochastic kronecker graph model. In EDBT/ICDT Workshops, 2012.
-
EDBT/ICDT Workshops, 2012
-
-
Mir, D.1
Wright, R.N.2
-
25
-
-
35448955271
-
Smooth sensitivity and sampling in private data analysis
-
K. Nissim, S. Raskhodnikova, and A. Smith. Smooth sensitivity and sampling in private data analysis. In STOC, 2007.
-
(2007)
STOC
-
-
Nissim, K.1
Raskhodnikova, S.2
Smith, A.3
-
26
-
-
84901767186
-
Calibrating data to sensitivity in private data analysis
-
D. Proserpio, S. Goldberg, and F. McSherry. Calibrating data to sensitivity in private data analysis. In VLDB, 2014.
-
(2014)
VLDB
-
-
Proserpio, D.1
Goldberg, S.2
McSherry, F.3
-
27
-
-
34147152799
-
Recent developments in exponential random graph p* models for social networks
-
G. Robins, T. Snijders, P. Wang, M. Handcock, and P. Pattison. Recent developments in exponential random graph p* models for social networks. Social networks, 2007.
-
(2007)
Social Networks
-
-
Robins, G.1
Snijders, T.2
Wang, P.3
Handcock, M.4
Pattison, P.5
-
28
-
-
82955196835
-
Sharing graphs using differentially private graph models
-
A. Sala, X. Zhao, C. Wilson, H. Zheng, and B. Zhao. Sharing graphs using differentially private graph models. In SIGCOMM, 2011.
-
(2011)
SIGCOMM
-
-
Sala, A.1
Zhao, X.2
Wilson, C.3
Zheng, H.4
Zhao, B.5
-
29
-
-
0003314308
-
Markov chain monte carlo estimation of exponential random graph models
-
T. Snijders. Markov chain monte carlo estimation of exponential random graph models. Journal of Social Structure, 2002.
-
(2002)
Journal of Social Structure
-
-
Snijders, T.1
|