Seuraa
Philipp Geiger
Philipp Geiger
Research Scientist, Bosch Center for Artificial Intelligence
Vahvistettu sähköpostiosoite verkkotunnuksessa tuebingen.mpg.de - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Discovering temporal causal relations from subsampled data
M Gong, K Zhang, B Schoelkopf, D Tao, P Geiger
ICML, 2015
922015
Causal inference by identification of vector autoregressive processes with hidden components
P Geiger, K Zhang, B Schoelkopf, M Gong, D Janzing
ICML, 2015
802015
Learning game-theoretic models of multiagent trajectories using implicit layers
P Geiger, CN Straehle
AAAI, 2021
252021
Causal Transfer for Imitation Learning and Decision Making under Sensor-shift
J Etesami, P Geiger
AAAI, 2020
162020
Estimating Causal Effects by Bounding Confounding
P Geiger, D Janzing, B Schölkopf
UAI, 2014
132014
Mutual information and Gödel incompleteness
P Geiger
Heidelberg University, 2012
112012
Experimental and causal view on information integration in autonomous agents
P Geiger, K Hofmann, B Schölkopf
ECAI Workshop, 2016
72016
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
12022
Fail-Safe Adversarial Generative Imitation Learning
P Geiger, CN Straehle
TMLR, 2022
12022
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
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Artikkelit 1–15