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NEC R&D on Data Mining

張 浩

張 浩

NEC データサイエンス研究所
データマイニング・テクノロジーグループ

所在地:〒211-8666 神奈川県川崎市中原区下沼部1753

研究分野

  • Statistical Machine Learning

  • Sequential Decision Making

論文

  • Hao Zhang. Statistical Learning from the Wisdom of Crowds. Supervisor: Masashi Sugiyama.
    (Doctoral Thesis)

  • Hao Zhang, Yao Ma, and Masashi Sugiyama. Bandit-based task assignment for heterogeneous crowdsourcing. Neural Computation, vol.27, no.11, pp.2447-2475, 2015.

  • Yao Ma, Hao Zhang, and Masashi Sugiyama. Online Markov decision processes with policy iteration. Preprint.

学会発表

  • Hao Zhang, and Masashi Sugiyama. Task selection for bandit-based task assignment in heterogeneous crowdsourcing. In Proceedings of 2015 Conference on Technologies and Applications of Artificial Intelligence (TAAI2015), pp.164-171, Tainan, Taiwan, Nov. 20-22, 2015.

  • Hao Zhang, and Masashi Sugiyama. Task selection for bandit-based task assignment in heterogeneous crowdsourcing. IEICE Technical Report, IBISML2015-65, pp.91-98, Tsukuba, Japan, Nov. 25-27, 2015. Presented at 2015 Workshop on Information-Based Induction Sciences (IBIS2015), Tsukuba, Japan, Nov. 25-27, 2015.

  • Hao Zhang, and Masashi Sugiyama. Bandit-based task assignment for heterogeneous crowdsourcing. Presented at 2014 Workshop on Information-Based Induction Sciences (IBIS2014), Nagoya, Japan, Nov. 16-19, 2014.

  • Hao Zhang, and Masashi Sugiyama. Budget allocation and adaptive task assignment in crowdsourcing. Presented at 2013 Workshop on Information-Based Induction Sciences (IBIS2013), Tokyo, Japan, Nov. 10-13, 2013.

略歴

  • Jul. 2007, Bachelor of Engineering in Software Engineering, Dalian University of Technology, China

  • Jan. 2010, Master of Engineering in Computer Application Technology, Dalian University of Technology, China

  • Mar. 2016, Doctor of Engineering in Computer Science, Tokyo Institute of Technology, Japan

  • Apr. 2016 - Present, Researcher, NEC Corporation, Japan

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