Novel and non-mainstream advances in Data Science

  • Typ: Seminar (S)
  • Lehrstuhl: KIT-Fakultät für Informatik - Institut für Programmstrukturen und Datenorganisation - IPD Böhm
  • Semester: WS 21/22
  • Zeit:

    Das Kickoff Meeting findet voraussichtlich in der 1. Vorlesungswoche statt.

  • Dozent: Prof. Dr.-Ing. Klemens Böhm
    Moritz Renftle
    Dr.-Ing. Vadim Arzamasov
    Pawel Bielski
    Bela Böhnke
  • LVNr.: 2400110
  • Hinweis:

    Online

    Anmeldung per Mail an sekretariat.boehm@ipd.kit.edu
    Das Kickoff Meeting findet voraussichtlich in der 1. Vorlesungswoche statt.

Content:

The focus of our research group is on scalable techniques for data management and analytics. Our work targets at the synthesis of conceptual research results with prototypical deployments in different domains. In this seminar we focus on actual research topics includingrepresentation of expert knowledge, applications for cloud monitoring and energy systems, machine learning (ML) techniques for scientific theory building and for solving differential equations, ML models and classification, feature extraction, sample-efficient reinforcement learning, and combining domain knowledge with ML.OrganisatorischesAnmeldung per Mail an sekretariat.boehm@ipd.kit.eduDas Kickoff Meeting findet voraussichtlich in der 1. Vorlesungswoche statt.

Topics: