Skip to main content Skip to main navigation

Publications

Search narrowed by:

Year: 2021
Remove all filters
Displaying results 21 to 30 of 676.

  1. Riad Akrour; Asma Atamna; Jan Peters

    Convex optimization with an interpolation-based projection and its application to deep learning

    In: Machine Learning, Vol. 110, No. 8, Pages 2267-2289, Springer, 2021.

  2. Carlo D'Eramo; Andrea Cini; Alessandro Nuara; Matteo Pirotta; Cesare Alippi; Jan Peters; Marcello Restelli

    Gaussian Approximation for Bias Reduction in Q-Learning

    In: Journal of Machine Learning Research, Vol. 22, Pages 277:1-277:51, JMLR, 2021.

  3. Carlo D'Eramo; Davide Tateo; Andrea Bonarini; Marcello Restelli; Jan Peters

    MushroomRL: Simplifying Reinforcement Learning Research

    In: Journal of Machine Learning Research, Vol. 22, Pages 131:1-131:5, JMLR, 2021.

  4. Niyati Rawal; Dorothea Koert; Cigdem Turan; Kristian Kersting; Jan Peters; Ruth Stock-Homburg

    ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition

    In: Frontiers in Robotics and AI, Vol. 8, Pages 0-10, Frontiers, 2021.

  5. Rémi Calizzano; Malte Ostendorff; Georg Rehm

    Ordering Sentences and Paragraphs with Pre-trained Encoder-Decoder Transformers and Pointer Ensembles

    In: Proceedings of the 21st ACM Symposium on Document Engineering (DocEng 2021). ACM Symposium on Document Engineering (DocEng-2021), Limerick, …

  6. Rémi Calizzano; Malte Ostendorff; Georg Rehm

    DFKI SLT at GermEval 2021: Multilingual Pre-training and Data Augmentation for the Classification of Toxicity in Social Media Comments

    In: Julian Risch; Anke Stoll; Lena Wilms; Michael Wiegand (Hrsg.). Proceedings of the GermEval Workshop 2021 -- Shared Task on Toxic, Engaging and …

  7. Thomas Röfer; Tim Laue; Nikolai Bahr; Jonah Jaeger; Jannes Knychalla; Thorben Lorenzen; Nele Matschull; Yannik Meinken; Lukas Malte Monnerjahn; Lukas Plecher; Philip Reichenberg

    B-Human Team Report and Code Release 2021

    2021.

  8. Katarzyna Biernacka; Kerstin Helbig; Petra Buchholz

    Adaptable Methods for Training in Research Data Management

    Humboldt-Universität zu Berlin, Humboldt-Universität zu Berlin, Berlin, 4/2021.

  9. Katarzyna Biernacka; Niels Pinkwart

    Opportunities for Adopting Open Research Data in Learning Analytics

    In: Ana Azevedo; José Manuel Azevedo; James Onohuome Uhomoibhi; Ebba Ossiannilsson (Hrsg.). Advancing the Power of Learning Analytics and Big Data in …

  10. Prerna Garg; Jayasankar Santhosh; Andreas Dengel; Shoya Ishimaru

    Stress Detection by Machine Learning and Wearable Sensors

    In: 26th International Conference on Intelligent User Interfaces - Companion. International Conference on Intelligent User Interfaces (IUI), New York, …

Year