Phone, Fax, Email:

Phone:	05121 / 883-40384
Fax:	05121 / 883-40384
e-mail:

Publications:

• Kiran Madhusudhanan, Gunnar Behrens, Maximilian Stubbemann, Lars Schmidt-Thieme (2024):
  ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing, in arXiv:2403.03812.
• 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).
• 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).
• 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.
• 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.
• 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).