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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
IBISML 2012-11-07
15:30
Tokyo Bunkyo School Building, Tokyo Campus, Tsukuba Univ. Differential Privacy of Positive Semi-definite Matrices
Jun Sakuma (U. Tsukuba) IBISML2012-46
, , , , [more] IBISML2012-46
pp.89-96
IBISML 2012-11-07
15:30
Tokyo Bunkyo School Building, Tokyo Campus, Tsukuba Univ. Privacy Breach and Differential Privacy of Similarity Search
Hiromi Arai (RIKEN), Jun Sakuma (Univ. of Tsukuba) IBISML2012-60
We examine the database privacy of similarity based ranking for a database of private records where each record and quer... [more] IBISML2012-60
pp.185-192
IBISML 2012-11-07
15:30
Tokyo Bunkyo School Building, Tokyo Campus, Tsukuba Univ. Recommendation with User Stereotyping
Tatsuya Osame (Univ. of Tsukuba), Jun Sakuma (Univ. of Tsukuba/JST) IBISML2012-63
Prediction accuracy of recommendation algorithm with user-item rating matrices can be improved by making use of user att... [more] IBISML2012-63
pp.205-212
IBISML 2011-06-20
13:15
Tokyo Takeda Hall [Invited Talk] Privacy Research Meets Machine Learning
Jun Sakuma (Tsukuba Univ)
 [more]
IBISML 2010-11-05
15:30
Tokyo IIS, Univ. of Tokyo [Poster Presentation] Privacy-preserving Semisupervised Learning on Labeled Graph
Hiromi Arai, Jun Sakuma (Univ. of Tsukuba) IBISML2010-97
Existing label prediction methods for network data has been based on the premise that the whole net-
work structure and... [more]
IBISML2010-97
pp.277-282
USN, IPSJ-UBI 2010-07-16
13:45
Ibaraki Tsukuba Univ. [Invited Talk] Privacy Preserving Data Analysis for Ubiquitous Sensor Networks
Jun Sakuma (Univ. of Tsukuba)
 [more]
IBISML 2010-06-14
16:25
Tokyo Takeda Hall, Univ. Tokyo Privacy Preservation in Online Prediction
Jun Sakuma (Univ. of Tsukuba/JST), Hiromi Arai (U. Tsukuba) IBISML2010-9
In this paper, we consider online prediction from expert advice in a situation where each expert observes its own loss a... [more] IBISML2010-9
pp.49-56
IBISML 2010-06-14
16:55
Tokyo Takeda Hall, Univ. Tokyo Customized Pricing Recommender System -- Simple Implementation and Preliminary Experiments --
Toshihiro Kamishima, Shotaro Akaho (AIST), Jun Sakuma (Univ. of Tsukuba/JST) IBISML2010-11
Recommender systems suggests items that would be preferred to customers. Here, we propose to add new function, price dis... [more] IBISML2010-11
pp.63-69
ISEC, SITE, IPSJ-CSEC 2006-07-21
11:10
Okayama Okayama Univ. Privacy-preserving Scalar Product Comparison Protocol
Jun Sakuma, Shigenobu Kobayashi (TokyoTech)
 [more] ISEC2006-44
pp.27-34
ISEC, SITE, IPSJ-CSEC 2006-07-21
11:35
Okayama Okayama Univ. Secure optimization for distributed TSP using scalar product comparison protocol
Jun Sakuma, Shigenobu Kobayashi (TokyoTech)
 [more] ISEC2006-45
pp.35-42
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