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Johannes Knittel

Postdoctoral Fellow @Harvard

Johannes Knittel is a Wojcicki Troper HDSI Postdoctoral Fellow at Harvard University, where he is a member of the Visual Computing Group.15 He joined Harvard in 2023 after completing his PhD at the University of Stuttgart in 2022.23 Knittel's research focuses on combining visualization and machine learning to gain insights into textual and multivariate datasets, as well as explaining and understanding black box AI models.1

Knittel's academic background includes:

  • PhD in Computer Science from the University of Stuttgart (2018-2022)23
  • Postdoc at the University of Stuttgart (2022-2023)2
  • Current Postdoc at Harvard University (2023-present)25

His research interests encompass:

  • Machine Learning
  • Information Visualization
  • Data Science
  • Human-Computer Interaction4

Knittel has published several papers on topics such as visual analysis of social media posts, neural decomposition for explaining multivariate datasets, and efficient document clustering.4 He is passionate about developing scalable data structures, algorithms, and visualizations for large-scale datasets.1

At Harvard, Knittel is working on making machine learning models more explainable, collaborating with colleagues to contribute to the field of AI interpretability.7 His LinkedIn profile can be found under the username "johannes-knittel".6

Highlights

‪Johannes Knittel‬ - ‪Google Scholar‬
Tackling Agriculture and Food Security – Celebrating Solutions from ...
Meet the 2023 HDSI Postdoctoral Fellows
Meet the 2023 HDSI Postdoctoral Fellows
Johannes Knittel – HDSI - Harvard Data Science Initiative
Johannes Knittel – HDSI - Harvard Data Science Initiative
People – HDSI - Harvard Data Science Initiative
People – HDSI - Harvard Data Science Initiative
Jan 1 · openreview.net
Johannes Knittel - OpenReview
Jul 1 · seas.harvard.edu
Johannes Knittel | Harvard John A. Paulson School of Engineering ...

Related Questions

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Johannes Knittel
Johannes Knittel, photo 1
Johannes Knittel, photo 2
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Location

Cambridge, Massachusetts, United States