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

Mission. My research interest is mainly around the development of 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 percept raw input from sensors and reason 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


Publications can be found at DBLP, ReseachGate, and Personal Website.