Hikaru Shindo
Machine Learning Group, Computer Science Department, TU Darmstadt.
Hochschulstrasse 1, Room S1|03, 64289 Darmstadt, Germany
+49 1766 48 79083
hikaru (dot) shindo (at) cs (dot)
tu-darmstadt (dot) de
+49 1766 48 79083
hikaru (dot) shindo (at) cs (dot)
tu-darmstadt (dot) de
Mission. My research interest is mainly around developing machine learning algorithms incorporating symbolic (logic, discrete structures, etc.) and numerical (probability, optimization, etc.) computations. Currently, I am mainly working on the Neuro-Symbolic approach, where the symbolic logic and neural-based models are incorporated to solve challenging problems requiring the models to perform perception from raw input and reasoning on high-level concepts.
Timeline.
| 2020 - now: | Ph.D. student at the Machine Learning Lab, CS Department, TU Darmstadt, Germany. |
| 2020 - 2020: | JSPS Research Fellow, Japan. |
| 2018 - 2020: | M.Sc., Department of Intelligence Science and Technology, Graduate School of Informatics, Kyoto University, Japan. |
| 2014 - 2018: | B.Sc., Department of Informatics and Mathematical Science, Faculty of Engineering, Kyoto University, Japan. |
Publications
Selected publications from AIML Lab projects. Use the search and filters to explore recent work.
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