Jun Sakuma
Jun Sakuma
Professor of University of Tsukuba / RIKEN AIP
Verified email at
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Fairness-aware classifier with prejudice remover regularizer
T Kamishima, S Akaho, H Asoh, J Sakuma
Joint European conference on machine learning and knowledge discovery in …, 2012
Fairness-aware learning through regularization approach
T Kamishima, S Akaho, J Sakuma
2011 IEEE 11th International Conference on Data Mining Workshops, 643-650, 2011
Traveling salesman problem: Theory and applications
D Davendra
BoD–Books on Demand, 2010
Fast approximate similarity search in extremely high-dimensional data sets
ME Houle, J Sakuma
21st International Conference on Data Engineering (ICDE'05), 619-630, 2005
Robust audio adversarial example for a physical attack
H Yakura, J Sakuma
arXiv preprint arXiv:1810.11793, 2018
Local search for multiobjective function optimization: Pareto descent method
K Harada, J Sakuma, S Kobayashi
Proceedings of the 8th annual conference on Genetic and evolutionary …, 2006
Using fully homomorphic encryption for statistical analysis of categorical, ordinal and numerical data
W Lu, S Kawasaki, J Sakuma
Cryptology ePrint Archive, 2016
Malware analysis of imaged binary samples by convolutional neural network with attention mechanism
H Yakura, S Shinozaki, R Nishimura, Y Oyama, J Sakuma
Proceedings of the Eighth ACM Conference on Data and Application Security …, 2018
Hybridization of genetic algorithm and local search in multiobjective function optimization: recommendation of GA then LS
K Harada, K Ikeda, S Kobayashi
Proceedings of the 8th annual Conference on Genetic and Evolutionary …, 2006
Constraint-handling method for multi-objective function optimization: Pareto descent repair operator
K Harada, J Sakuma, I Ono, S Kobayashi
International Conference on Evolutionary Multi-Criterion Optimization, 156-170, 2007
Enhancement of the Neutrality in Recommendation.
T Kamishima, S Akaho, H Asoh, J Sakuma
Decisions@ RecSys, 8-14, 2012
Robust watermarking of neural network with exponential weighting
R Namba, J Sakuma
Proceedings of the 2019 ACM Asia Conference on Computer and Communications …, 2019
Privacy-preserving genome-wide association studies on cloud environment using fully homomorphic encryption
WJ Lu, Y Yamada, J Sakuma
BMC medical informatics and decision making 15 (5), 1-8, 2015
Recommendation independence
T Kamishima, S Akaho, H Asoh, J Sakuma
Conference on fairness, accountability and transparency, 187-201, 2018
Correcting Popularity Bias by Enhancing Recommendation Neutrality.
T Kamishima, S Akaho, H Asoh, J Sakuma
RecSys Posters, 2014
Prediction with model-based neutrality
K Fukuchi, T Kamishima, J Sakuma
IEICE TRANSACTIONS on Information and Systems 98 (8), 1503-1516, 2015
Uniform sampling of local pareto-optimal solution curves by pareto path following and its applications in multi-objective GA
K Harada, J Sakuma, S Kobayashi, I Ono
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
Extrapolation-directed crossover for real-coded GA: overcoming deceptive phenomena by extrapolative search
J Sakuma, S Kobayashi
Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No …, 2001
Large-scale k-means clustering with user-centric privacy-preservation
J Sakuma, S Kobayashi
Knowledge and Information Systems 25 (2), 253-279, 2010
Efficient secure outsourcing of genome-wide association studies
W Lu, Y Yamada, J Sakuma
2015 IEEE Security and Privacy Workshops, 3-6, 2015
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