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入学希望の方 修了生の方 企業・研究者の方 教職員・学生 //--> Sitemap Access Japanese About GSISMessage from the DeanIntroduction to GSISGSIS guide bookOrganizationSNSJournal: Interdisciplinary Information SciencesContactsFacultyLaboratories by DepartmentComputer and Mathematical SciencesSystem Information SciencesHuman-Social Information SciencesApplied Information SciencesLaboratories by Specialized Subject GroupColaborative LaboratoriesPromotion OfficeAdmissionEntrance ExaminationCurriculum and Qualifications for ApplicationResearch StudentDormitoryFor StudentsSyllabus / Time table / Student HandbookNoticeInternational StudentsScholarshipDormitoryAdmission fee / Tuition fee waiverHandbook for International StudentsJapanese Language ProgramCounseling servicesEmergency InformationInternal Access Only Home Faculty Laboratories by Department Mathematical Informatics Computer and Mathematical Sciences Mathematical Informatics A05 Prof. Masayuki Ohzeki       Prof. Kazue Kudo     Assoc. Prof. Yuki Sughiyama Visiting Associate Professor Rumiko Honda Assis. Prof Madoka Kobayashi Lab's Web page KeywordsQuantum Computing, Quantum Annealing, Information statistical mechanics, Machine learning, Sparse modeling, Quantum Machine learning Always something new and unique. Reliable algorithms, reliable applications by information processing and statistical mechanics Taking a theoretical research style in information science, we aim at fostering information processing and statistical mechanics, developing quantum machine learning, and applying quantum computation by utilizing knowledge from mathematical science and physics. In recent years, machine learning, and data science have made remarkable progress. If we take the time to look at the mathematics behind them, rather than just applying them, we often find that the same thing is a transversal concept in different algorithms and different fields. For instance, Neural networks are a concept at the intersection of brain science, machine learning, and statistical mechanics. Computation on a quantum computer, called a quantum random circuit, is organically related to many issues such as quantum mechanics and gravity, the structure of space-time, computational quantity theory, etc., and can be understood through tensor networks. This understanding is the wellspring from which useful, realistic, and new methods can be created in the end. Every field comes down to the same shaped problem in front of science. We develop the insight to find out where the key issues lie. In addition, with this attitude, we study natural science that is connected to society and philosophy that is useful to society. You will write papers, give presentations at conferences, and use your experience and research results to establish startups, collaborate with others, and even collaborate with large corporations in industry and academia. Wouldn&＃39;t you like to have an experience like no other? FacultyLaboratories by DepartmentComputer and Mathematical SciencesSystem Information SciencesHuman-Social Information SciencesApplied Information SciencesLaboratories by Specialized Subject GroupColaborative LaboratoriesPromotion Office GSIS: Graduate School of Information Sciences, Tohoku University 6-3-09 Aoba, Aramaki-aza Aoba-ku, Sendai, 980-8579, Japan Phone.+81-22-795-5813 Fax. +81-22-795-5815 Contacts is-www-admin,is.tohoku.ac.jp --> About GSIS Message from the DeanIntroduction to GSISGSIS guide bookOrganizationSNSJournal: Interdisciplinary Information SciencesContacts Faculty Laboratories by DepartmentComputer and Mathematical SciencesSystem Information SciencesHuman-Social Information SciencesApplied Information SciencesLaboratories by Specialized Subject GroupColaborative LaboratoriesPromotion Office Admission Entrance ExaminationCurriculum and Qualifications for ApplicationResearch StudentDormitory For Students Syllabus / Time table / Student HandbookNoticeInternational StudentsScholarshipDormitoryAdmission fee / Tuition fee waiverHandbook for International StudentsJapanese Language ProgramCounseling servicesEmergency InformationInternal Access Only About this Website Link © 2016 Graduate School of Information Sciences, Tohoku University About GSIS Message from the DeanIntroduction to GSISGSIS guide bookOrganizationSNSJournal: Interdisciplinary Information SciencesContacts Faculty Laboratories by DepartmentComputer and Mathematical SciencesSystem Information SciencesHuman-Social Information SciencesApplied Information SciencesLaboratories by Specialized Subject GroupColaborative LaboratoriesPromotion Office Admission Entrance ExaminationCurriculum and Qualifications for ApplicationResearch StudentDormitory For Students Syllabus / Time table / Student HandbookNoticeInternational StudentsScholarshipDormitoryAdmission fee / Tuition fee waiverHandbook for International StudentsJapanese Language ProgramCounseling servicesEmergency InformationInternal Access Only Sitemap Access Japanese no cache