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Konstantin Klemmer

Postdoctoral Researcher
Microsoft Research
konstantin.klemmer16 (at) alumni.imperial.ac.uk


About Me

Hi there! I am a machine learning researcher from Munich, Germany. I was a postdoctoral researcher at Microsoft Research New England. I completed my PhD at the University of Warwick and New York University, supervised by Stephen Jarvis (U Birmingham), Daniel Neill (NYU) and Hongkai Wen (U Warwick / Samsung AI). I was also an Enrichment student at the Alan Turing Institute and a Beyond Fellow at TUM / DLR. My research focuses on the representation of geospatial phenomena in machine learning methods. Beyond that, I am interested in the application of these methods in urban environments and to tackle climate change. In my free time, I volunteer for Climate Change AI where I served for two terms on the board until fall 2022. I hold a Bachelors degree in Economics from the University of Freiburg (Germany) and a Masters in Transportation from Imperial College and University College London.



News

Publications

  1. RSOS
    Koshiyama, A., Kazim, E., Treleaven, P., Rai, P., Szpruch, L., Pavey, G., Ahamat, G., Leutner, F., Goebel, R., Knight, A, Adams, J., Hitrova, C., Barnett, J., Nachev, P., Barber, D., Chamorro-Premuzic, T., Klemmer, K., Gregorovic, M., Khan, S., Lomas, E.
    Royal Society Open Science, 2024.

  2. ICML
    Rolf, E., Klemmer, K., Rolf, E., Robinson, C., Kerner, H.
    International Conference on Machine Learning (ICML), 2024.

  3. ICLR
    Rußwurm, M., Klemmer, K., Rolf, E., Zbinden, R., Tuia, D.
    International Conference on Learning Representations (ICLR), 2024.

  4. Nature
    Klemmer, K., Rolf, E.
    Nature, 2024.

  5. Preprint
    Klemmer, K., Rolf, E., Robinson, C., Mackey, L., Rußwurm, M.
    Preprint, 2023.

  6. Preprint
    Xu, L., Rolf, E., Beery, S., Bennett, J.R., Berger-Wolf, T., Birch, T., Bondi-Kelly, E., Brashares, J., Chapman, M., Corso, A. and Davies, A., Garg, N., Gaylard, A., Heilmayr, R., Kerner, H., Klemmer, K., Kumar, V., Mackey, L., Monteleoni, C., Moorcroft, P., Perrault, A., Thau, D., Tambe, M.
    Preprint, 2023.

  7. AISTATS
    Klemmer, K., Safir, N., Neill, D.B.
    International Conference on Artificial Intelligence and Statistics (AISTATS), 2023.

  8. Preprint
    Cunningham, T.*, Klemmer, K.*, Wen, H., Ferhatosmanoglu, H. (* equal contribution)
    Preprint, 2022.

  9. AAAI
    Reiersen, G., Dao, D., Lütjens, B., Klemmer, K., Amara, K., Steinegger, A., Zhang, C., Zhu, X.X.
    AAAI Conference on Artificial Intelligence, 2022.

  10. AAAI
    Klemmer, K.*, Xu, T.*, Acciaio, B., Neill, D.B. (* equal contribution)
    AAAI Conference on Artificial Intelligence, 2022.

  11. IEEE T-ITS
    Luo, M., Du B., Klemmer, K., Zhu, H., Wen, H.
    IEEE Transactions on Intelligent Transportation Systems, 2021.

  12. SIGSPATIAL
    Klemmer, K., Neill, D.B.
    ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2021.

  13. ICLR-W
    Klemmer, K., Saha, S., Kahl, M., Xu, T., Zhu, X.X.
    AI Modeling Oceans and Climate Change (AIMOCC) Workshop, ICLR, 2021.

  14. RSOS
    Klemmer, K., Neill, D.B., Jarvis, S.A.
    Royal Society Open Science, 2021.

  15. IMWUT
    Luo, M., Du B., Klemmer, K., Zhu, H., Ferhatosmanoglu, H., Wen, H.
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2020.

  16. ICLR-W
    Klemmer, K., Yeboah, G., Porto de Albuquerque, J., Jarvis, S.A.
    Machine Learning in Real Life (ML-IRL) Workshop, ICLR, 2020.

  17. Preprint
    Klemmer, K., Koshiyama, A., Flennerhag S.
    Preprint, 2019.

  18. PLOS ONE
    Klemmer, K., Brandt, T., and Jarvis, S.A.
    PLOS ONE, 2018.

  19. UbiComp-W
    Munoz-Mendez, F.*, Klemmer, K.*, Han, K., Jarvis, S.A. (* equal contribution)
    Workshop on Pervasive Urban Applications (PURBA), UbiComp, 2018.

  20. DSS
    Willing, C., Klemmer, K., Brandt, T., and Neumann, D.
    Decision Support Systems, 2017.

  21. AMCIS
    Klemmer, K., Willing, C., Wagner, S., and Brandt, T.
    Americas' Conference on Information Systems (AMCIS), 2017.

Students & Mentees

Natha Safir, Undergraduate student, University of Georgia (now SWE at Google)
Gyri Reiersen, Masters student, Technical University of Munich (now co-founder at Tanso)

Contact

Address: Cambridge, MA, USA
Email: konstantin.klemmer16 (at) alumni.imperial.ac.uk


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