知能創発環境研究グループ
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  • Kenta Niwa, Guoqiang Zhang, Bastiaan Kleijn, Noboru Harada, Hiroshi Sawada, Akinori Fujino, "Asynchronous Decentralized Optimization with Implicit Stochastic Variance Reduction," Proceedings of the 38th International Conference on Machine Learning (ICML 2021), pp. 8195-8204, 2021.
  • Jun Muramatsu, "Successive-cancellation decoding of binary polar codes based on symmetric parametrization," Proceedings of the 2021 IEEE International Symposium on Information Theory, pp. 2364-2368, 2021.
  • Kazuo Aoyama, Kazumi Saito, Tetsuo Ikeda, "CPI-model based analysis of sparse k-means clustering algorithms," International Journal of Data Science and Analytics, Springer, Vol.12, pp. 229-248, 2021.
  • Kyohei Atarashi, Masakazu Ishihata, "Vertical Federated Learning for Higher-order Factorization Machines," Proc. of the 25th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-2021), Part II, pp. 346-357, 2021.
  • Yoichi Chikahara, Shinsaku Sakaue, Akinori Fujino, Hisashi Kashima, "Learning Individually Fair Classifier with Path-Specific Causal-Effect Constraint," Proc. of the 24th International Conference on Artificial Intelligence and Statistics (AISTATS-21), pp. 145-153, 2021.
  • 清水仁, 松林達史, 藤野昭典, 澤田宏, "アンケートに基づく遊園地シミュレーションによる来園者余剰の最大化," 電子情報通信学会論文誌D, Vol. J104-D, No. 3, Mar. 2021.