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People: Kiran Madhusudhanan, M.Sc.
Office hour:
C207 Spl, n.V.
Phone, Fax, Email:
Phone: 05121 / 883-40384
Fax: 05121 / 883-40384
e-mail:
Postal address:
Information Systems and Machine Learning Lab
Universitätsplatz 1
University of Hildesheim
31141 Hildesheim
Germany
Visitor address:
Information Systems and Machine Learning Lab
Samelsonplatz 1
University of Hildesheim
31141 Hildesheim
Germany

Publications:

  • Kiran Madhusudhanan, Gunnar Behrens, Maximilian Stubbemann, Lars Schmidt-Thieme (2024):
    ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing, in arXiv:2403.03812. PDF
  • Vijaya Krishna Yalavarthi, Kiran Madhusudhanan, Randolf Scholz, Nourhan Ahmed, Johannes Burchert, Shayan Jawed, Stefan Born, Lars Schmidt-Thieme (2024):
    GraFITi: Graphs for Forecasting Irregularly Sampled Time SeriesTripletformer for Probabilistic Interpolation of Irregularly sampled Time Series, in Proceedings of the AAAI conference on artificial intelligence (AAAI, oral). PDF
  • Shayan Jawed, Kiran Madhusudhanan, Vijaya Krishna Yalavarthi, Lars Schmidt-Thieme (2023):
    Forecasting Early with Meta Learning, in Proceedings of the 2023 IEEE International Joint Conference on Neural Networks (IEEE IJCNN 2023). PDF
  • Kiran Madhusudhanan, Johannes Burchert, Nghia Duong-Trung, Stefan Born, Lars Schmidt-Thieme (2021):
    Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting, in arXiv. PDF
  • Saurabh Pradhan, Kiran Madhusudhanan, Leandro Munoz-Giraldo, MohiUddin Faruq, Hadi Jomaa (2020):
    3D object reconstruction from a single 2D image: performance of two novel frameworks based on lightweight CNN architectures and free-form deformation of meshes, in Eleventh International Conference on Graphics and Image Processing (ICGIP 2019).
  • Shayan Jawed, Mofassir ul Islam Arif, Ahmed Rashed, Kiran Madhusudhanan, Shereen Elsayed, Mohsan Jameel, Alexei Volk, Andre Hintsches, Marlies Kornfeld, Katrin Lange, Lars Schmidt-Thieme (2022):
    AI and Data-Driven Mobility at Volkswagen Financial Services AG, in arXiv. PDF
  • Sebastian Pineda Arango, Felix Heinrich, Kiran Madhusudhanan, Lars Schmidt-Thieme (2021):
    Multimodal Meta-Learning for Time Series Regression, in The Advanced Analytics and Learning on Temporal Data (AALTD-ECML 2021). PDF