| Discovering temporal causal relations from subsampled data M Gong, K Zhang, B Schoelkopf, D Tao, P Geiger ICML, 2015 | 99 | 2015 |
| Causal inference by identification of vector autoregressive processes with hidden components P Geiger, K Zhang, B Schoelkopf, M Gong, D Janzing ICML, 2015 | 82 | 2015 |
| Learning game-theoretic models of multiagent trajectories using implicit layers P Geiger, CN Straehle AAAI, 2021 | 26 | 2021 |
| Causal Transfer for Imitation Learning and Decision Making under Sensor-shift J Etesami, P Geiger AAAI, 2020 | 20 | 2020 |
| Estimating Causal Effects by Bounding Confounding P Geiger, D Janzing, B Schölkopf UAI, 2014 | 15 | 2014 |
| Mutual information and Gödel incompleteness P Geiger Heidelberg University, 2012 | 11 | 2012 |
| Experimental and causal view on information integration in autonomous agents P Geiger, K Hofmann, B Schölkopf ECAI Workshop, 2016 | 7 | 2016 |
| Causal inference for data-driven debugging and decision making in cloud computing P Geiger, L Carata, B Schölkopf arXiv, 2016 | 3* | 2016 |
| Device and method for controlling a hardware agent in a control situation having a plurality of hardware agents P Geiger, CN Straehle US Patent App. 17/371,076, 2022 | 1 | 2022 |
| Fail-Safe Adversarial Generative Imitation Learning P Geiger, CN Straehle TMLR, 2022 | 1 | 2022 |
| On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows JY Tee, O De Candido, W Utschick, P Geiger 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | | 2023 |
| Device and method for determining safe actions to be executed by a technical system P Geiger, CN Straehle US Patent App. 18/164,359, 2023 | | 2023 |
| Method and apparatus for performing learning from demonstrations, particularly imitation learning P Geiger, SJ Etesami US Patent App. 17/119,523, 2021 | | 2021 |
| Coordinating users of shared facilities via data-driven predictive assistants and game theory P Geiger, M Besserve, J Winkelmann, C Proissl, B Schölkopf UAI, 2019 | | 2019 |
| Causal models for decision making via integrative inference P Geiger University of Stuttgart, 2017 | | 2017 |
Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETH在 tuebingen.mpg.de 的电子邮件经过验证
