Software Engineer (Machine Learning) at Google
Ph.D (Information Science and Technology) at
the University of Tokyo, Japan.
My research interests are
Machine Learning and
Natural Language Processing.
For details, see my
Resume.
- Experience
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Google 2018/01 >> ....
- Software Engineer (Machine Learning)
Recruit Holdings Co., Ltd. 2015/04 >> 2017/12
Stanford University 2015/09 >> 2017/08
- Visiting Research
- Supervisor: Dr. Ryohei Fujimaki
- Research Internship
- Supervisor: Dr. Junichi Tsujii
- Education
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Ph.D., Mathematical Informatics, The University of Tokyo 2010/04 >> 2015/03
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A receiptant of Research Fellowship for Young Scientists (DC1) from JSPS
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Concentration: Machine Learning, Natural Language Processing
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Supervisor: Hiroshi Nakagawa
BA, Engineering, The University of Tokyo 2006/04 >> 2010/03
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Concentration: Financial Statistics, Economics
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Supervisor: Fumiko Takeda
- Selected Publications
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- "Scalable Semantic Querying of Text"
- Xiaolan Wang, Aaron Feng, Behzad Golshan, Alon Halevy, George Mihaila, Hidekazu Oiwa, Wang-Chiew Tan
- International Conference on Very Large Data Bases (VLDB 2018)
- "Knowledge Transfer for Out-of-Knowledge-Base Entities: A Graph Neural Network Approach"
- Takuo Hamaguchi, Hidekazu Oiwa, Masashi Shinbo, Yuji Matsumoto
- International Joint Conference on Artificial Intelligence. (IJCAI 2017)
- "Partition-wise Linear Models"
- Hidekazu Oiwa, Ryohei Fujimaki
- Advances in Neural Information Processing Systems (NIPS 2014)
- [Paper]
- "Online and Stochastic Learning with a Human Cognitive Bias"
- "Healing Truncation Bias : Self-weighted Truncation framework for Dual Averaging"
- Hidekazu Oiwa, Shin Matsushima, Hiroshi Nakagawa
- IEEE International Conference on Data Mining (ICDM 2012)
- [Preprint] [Slides]
- Selected Honors / Achievements
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Microsoft Research Asia Excellent Internship Award2014
IPSJ Computer Science Research Award for Young Scientists
Presentation AwardMar, 2011
- 82th Conference of Mathematical Modeling and Problem Solving.
- Paper: "L1 regularized online supervised learning using feature frequency."
Enginnering Dean's Award for students
Outstanding Research AwardMar, 2010
- The University of Tokyo.
- Paper: "The Economic Impact of Herd Behavior in the Japanese Loan Market."
- Programming Skills
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- Other Links
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