Eren Akbiyik

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AI researcher, entrepreneur, wine enthusiast, occasional blogger.

I think about multimodal AI, human intent modeling, and multi-agent learning using game-theoretical tools. Currently working towards superforecasting.

Otherwise find me organizing wine tastings, reading Ursula Le Guin, and writing about art, wine, and other things.

If you are thinking about similar problems, feel free to send a message. If you have a good bottle of Marcel Deiss, feel free to send a dinner invite.

news

Jan 27, 2025 New work on multimodal egocentric trajectory prediction is accepted to ICLR 2025.
Sep 30, 2024 Now working on LLMs and persona embeddings in AdTech at TripleLift.
Jul 29, 2023 New work on graph neural networks is presented in ICML 2023, at DMLR workshop.
Feb 27, 2023 New work on bitcoin forecasting using Twitter personae presented in WSDM 2023.
Feb 01, 2023 We founded Showzone for better public speaking with AI.

latest posts

Jan 19, 2025 Three pillars of love
Jan 01, 2025 The unsightly science of architecture
Oct 20, 2024 The enduring dislike of contemporary art

selected publications

  1. g-memp.png
    Leveraging Driver Field-of-View for Multimodal Ego-Trajectory Prediction
    M. Eren Akbiyik, Nedko Savov, Danda Pani Paudel, and 5 more authors
    Website
  2. contention.png
    Contention detection and cause determination
    M. Eren Akbiyik, Anastasiia Didkovska, Dorian Czichotzki, and 1 more author
    2023
    US Patent App. 17/550,389
    Website
  3. graphtester.png
    Graphtester: Exploring Theoretical Boundaries of GNNs on Graph Datasets
    M. Eren Akbiyik, Florian Grötschla, Beni Egressy, and 1 more author
    In Data-centric Machine Learning Research (DMLR) Workshop at ICML 2023
    Website
  4. bitcoin.png
    Ask "who", not "what": Bitcoin volatility forecasting with Twitter data
    M. Eren Akbiyik, Mert Erkul, Killian Kämpf, and 2 more authors
    In Proceedings of the sixteenth ACM international conference on web search and data mining - WSDM 2023
    Website