Phone, Fax, Email:

Phone:	+49 5121/ 883-40374
e-mail:

Publications:

• Rafael Rêgo Drumond, Lukas Brinkmeyer, Josif Grabocka, Lars Schmidt-Thieme (2019):
  HIDRA: Head Initialization across Dynamic targets for Robust Architectures, in SIAM International Conference on Data Mining (SDM20), 2020..
• Lukas Brinkmeyer, Rafael Rêgo Drumond, Randolf Scholz, Josif Grabocka, Lars Schmidt-Thieme (2019):
  Chameleon: Learning Model Initializations Across Tasks With Different Schemas, in arXiv preprint arXiv:1909.13576 (2019).

• Lukas Brinkmeyer, Rafael Rego Drumond, Lars Schmidt-Thieme (2023):
  Few-shot human motion prediction for heterogeneous sensors, in arXiv:2212.11771 (Accepted at PAKDD 2023).
• Lukas Brinkmeyer, Rafael Rego Drumond, Johannes Burchert, Lars Schmidt-Thieme (2022):
  Few-Shot Forecasting of Time-Series with Heterogeneous Channels, in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases.
• Torben Windler, Junaid Ahmed Ghauri, Muhammad Usman Syed, Tamara Belostotskaya, Valerie Chikukwa, Rafael Rego Drumond (2020):
  End-to-End Motion Classification Using Smartwatch Sensor Data, in Archives of Data Science, Series A.
• Riccardo Lucato, Edgar Jimenez, Eduardo Salvador Rocha, Yang Qi, Marina Gavrilyuk, Rafael Rego Drumond (2020):
  Algorithmic Trading Using Long Short-Term Memory Network and Portfolio Optimization, in Archives of Data Science, Series A.

• Mofassir ul Islam Arif, Mauricio Camargo , Jan Forkel, Guilherme Holdack, Rafael Drumond, Nicolas Schilling, Tilman Hensch, Ulrich Hegerl, Lars Schmidt-Thieme (2018):
  Depression Diagnosis using Deep Convolutional Neural Networks , in Archives of Data Science, Series A.