Konstantin Klemmer
This website is not maintained and outdated. Please visit my personal website here for up-to-date information!
About me
I am a PhD student at the CDT Urban Science, based at the Warwick Institute for the Science of Cities and funded by the EPSRC. My project supervisor is Stephen Jarvis. Before joining Warwick, I studied Economics (BSc) in Freiburg, Germany and Transportation (MSc) at Imperial College and UCL. My research addresses spatial methods for machine learning and their application to urban problems and policy-making. For more information visit my personal website.
I was a visiting student at NYU in July and August 2018 and and Enrichment Student at the Alan Turing Institute during the academic year 2018 / 2019. I am based at NYU for the full academic year 2019/2020.
Office
If you want to get in touch, just drop me an email anytime. Please note that I am based in New York this year, so an in-person meeting might be tricky; I'm happy to have a call though!
Teaching
Year 2017/2018:
CS118 Programming for Computer Scientists (Seminars)
CS917 Foundations of Computing (Seminars)
CS261 Software Engineering (Group tutor)
CS909 Data Mining (Lab tutor)
Publications
2020
Klemmer, K., Neill, D.B. 2020. “SXL: Spatially explicit learning of geographic processes with auxiliary tasks.” arXiv preprint
Klemmer, K., Yeboah, G., Porto de Albuquerque, J., Jarvis, S. 2020. Population Mapping in Informal Settlements with High-Resolution Satellite Imagery and Equitable Ground-Truth. Workshop Paper (Poster) @ ICLR.
Luo, M., Du, B., Klemmer, K., Zhu, H., Ferhatosmanoglu, H., Wen, H. 2020. D3P: Data-driven Demand Prediction for Fast Expanding Electric Vehicle Sharing Systems. ACM IMWUT
2019
Klemmer, K., Koshiyama, A., Flennerhag S. 2019. “Augmenting Correlation Structures in Spatial Data Using Deep Generative Models.” arXiv preprint
Luo, M., Du, B., Klemmer, K., Wen, H. 2019. “Dynamic Demand Prediction for Expanding Electric Vehicle Sharing Systems: A Graph Sequence Learning Approach.” arXiv preprint
2018
Klemmer, K., Brandt, T., Jarvis, S.A. 2018. "Isolating the Effect of Cycling on Local Business Environments in London." PLOS ONE
Klemmer, K., Neill, D., Jarvis, S.A. 2018. "Modeling Rape Reporting Delays Using Spatial, Temporal and Social Features.Link opens in a new window" Workshop Paper (Oral) @ NeurIPS
Munoz-Mendez, F., Klemmer, K., Han, K., Jarvis, S.A. 2018. “Community structures, interactions and dynamics in London’s bicycle sharing network.” Workshop Paper (Oral) @ UbiComp
2017
Willing, C., Klemmer, K., Brandt, T., and Neumann, D. 2017. “Moving in time and space–Location intelligence for carsharing decision support.” Decision Support Systems
2016
Klemmer, K., Willing, C., Wagner, S., and Brandt, T. 2016. “Explaining Spatio-Temporal Dynamics in Carsharing: A Case Study of Amsterdam.” Conference Paper (Oral) @ AMCIS
