Felix Creutzig

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 6

Top Topics

Hurricane Katrina

Greenhouse Gases

Causal Discovery

Top Venues

Comput. Environ. Urban Syst.

ACM Comput. Surv.

Publications

Felix Wagner, Florian Nachtigall, Lukas Franken, Nikola Milojevic-Dupont, Rafael H. M. Pereira, Nicolas Koch, Jakob Runge, Marta Gonzalez, Felix Creutzig
A Causal Discovery Approach To Learn How Urban Form Shapes Sustainable Mobility Across Continents. CoRR (2023)
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Sasha Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio
Tackling Climate Change with Machine Learning. ACM Comput. Surv. 55 (2) (2023)
Florian Nachtigall, Felix Wagner, Peter Berrill, Felix Creutzig
The built environment and induced transport CO2 emissions: A double machine learning approach to account for residential self-selection. CoRR (2023)
Florian Nachtigall, Nikola Milojevic-Dupont, Felix Wagner, Felix Creutzig
Predicting building age from urban form at large scale. Comput. Environ. Urban Syst. 105 (2023)
Filip Biljecki, Lawrence Zheng Xiong Chew, Nikola Milojevic-Dupont, Felix Creutzig
Open government geospatial data on buildings for planning sustainable and resilient cities. CoRR (2021)
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Körding, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer T. Chayes, Yoshua Bengio
Tackling Climate Change with Machine Learning. CoRR (2019)
Felix Creutzig, Jan Benda, Sandra Wohlgemuth, Andreas Stumpner, Bernhard Ronacher, Andreas V. M. Herz
Timescale-Invariant Pattern Recognition by Feedforward Inhibition and Parallel Signal Processing. Neural Comput. 22 (6) (2010)
Felix Creutzig, Henning Sprekeler
Predictive Coding and the Slowness Principle: An Information-Theoretic Approach. Neural Comput. 20 (4) (2008)