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@hcai-mms Human Centered AI - Multimedia Mining and Search Group

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    9 repositories

    • coh_analysis

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Dec 31, 2024Dec 31, 2024

    • hcai-mms.github.io

      Public
      Website for HCAI MMS
      HTML
      •
      BSD 3-Clause "New" or "Revised" License
      •7•1•2•0•Updated Dec 3, 2024Dec 3, 2024

    • SiBraR---Single-Branch-Recommender

      Public
      Python
      •3•1•0•0•Updated Oct 29, 2024Oct 29, 2024

    • FeedbackLoops4RecSys

      Public
      Jupyter Notebook
      •1•0•0•0•Updated Oct 9, 2024Oct 9, 2024

    • modprotodebias

      Public
      This repository hosts the code and the settings for the paper "Modular Debiasing of Latent User Representations in Prototype-based Recommender Systems" by Alessandro B. Melchiorre, Shahed Masoudian, Deepak Kumar, and Markus Schedl at ECML-PKDD'24.
      Python
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      MIT License
      •2•1•0•0•Updated Aug 27, 2024Aug 27, 2024

    • SBO

      Public
      This repository contains the source code for the paper: "Making Alice Appear Like Bob: A Probabilistic Preference Obfuscation Method For Implicit Feedback Recommendation Models" by Gustavo Escobedo, Marta Moscati, Peter Muellner, Simone Kopeinik, Dominik Kowald, Elisabeth Lex, Markus Schedl, ECML-PKDD, 2024 Research Track
      Python
      •1•0•0•0•Updated Jul 4, 2024Jul 4, 2024

    • advx-multvae

      Public
      Source code corresponding to the paper : Escobedo, G, Ganhör, C., Brandl, S., Augstein, M., and Schedl, M. "Simultaneous Unlearning of Multiple Protected User Attributes From Variational Autoencoder Recommenders Using Adversarial Training", (BIAS @ SIGIR 2024), Washington D.C., USA, July 2024.
      Python
      •1•0•0•0•Updated Jun 18, 2024Jun 18, 2024

    • actr

      Public
      This repository hosts the code and the additional materials for the paper "Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation" by Marta Moscati, Christian Wallmann, Markus Reiter-Haas, Dominik Kowald, Elisabeth Lex, and Markus Schedl at RecSys 2023.
      Python
      •1•1•0•0•Updated Jul 17, 2023Jul 17, 2023

    • ProtoMF

      Public
      This repository hosts the code and the additional materials for the paper "ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations" by Alessandro B. Melchiorre, Navid Rekabsaz, Christian Ganhör, and Markus Schedl at RecSys 2022.
      Python
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      Apache License 2.0
      •8•10•0•0•Updated Jan 11, 2023Jan 11, 2023