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ORCIDFelix Creutzig
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2020 – today
- 2023
[j4]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): 42:1-42:96 (2023)- [j3]Florian Nachtigall, Nikola Milojevic-Dupont, Felix Wagner, Felix Creutzig:
Predicting building age from urban form at large scale. Comput. Environ. Urban Syst. 105: 102010 (2023) - [i4]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 abs/2308.16599 (2023) - [i3]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 abs/2312.06616 (2023) - 2021
- [i2]Filip Biljecki, Lawrence Zheng Xiong Chew, Nikola Milojevic-Dupont, Felix Creutzig:
Open government geospatial data on buildings for planning sustainable and resilient cities. CoRR abs/2107.04023 (2021)
2010 – 2019
- 2019
- [i1]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 abs/1906.05433 (2019) - 2010
- [j2]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): 1493-1510 (2010)
2000 – 2009
- 2008
- [j1]Felix Creutzig, Henning Sprekeler:
Predictive Coding and the Slowness Principle: An Information-Theoretic Approach. Neural Comput. 20(4): 1026-1041 (2008)
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