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Felix 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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