Philipp Geiger

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 13

Top Venues

CoRR

ICML

UAI

AAAI

University of Stuttgart, Germany (PHD)

Education History

University of Stuttgart, Germany

PHD

Publications

Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows. ITSC (2023)
Jia Yu Tee, Oliver De Candido, Wolfgang Utschick, Philipp Geiger
On Learning the Tail Quantiles of Driving Behavior Distributions via Quantile Regression and Flows. CoRR (2023)
Philipp Geiger, Christoph-Nikolas Straehle
Fail-Safe Generative Adversarial Imitation Learning. CoRR (2022)
Philipp Geiger, Christoph-Nikolas Straehle
Fail-Safe Adversarial Generative Imitation Learning. Trans. Mach. Learn. Res. 2022 (2022)
Philipp Geiger, Christoph-Nikolas Straehle
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers. AAAI (2021)
Jalal Etesami, Philipp Geiger
Causal Transfer for Imitation Learning and Decision Making under Sensor-shift. CoRR (2020)
Jalal Etesami, Philipp Geiger
Causal Transfer for Imitation Learning and Decision Making under Sensor-Shift. AAAI (2020)
Philipp Geiger, Christoph Nikolas Straehle
Multiagent trajectory models via game theory and implicit layer-based learning. CoRR (2020)
Philipp Geiger, Michel Besserve, Justus Winkelmann, Claudius Proissl, Bernhard Schölkopf
Coordinating Users of Shared Facilities via Data-driven Predictive Assistants and Game Theory. UAI (2019)
Philipp Geiger, Justus Winkelmann, Claudius Proissl, Michel Besserve, Bernhard Schölkopf
Coordination via predictive assistants from a game-theoretic view. CoRR (2018)
Philipp Geiger
Notes on socio-economic transparency mechanisms. CoRR (2016)
Philipp Geiger, Katja Hofmann, Bernhard Schölkopf
Experimental and causal view on information integration in autonomous agents. CoRR (2016)
Philipp Geiger, Lucian Carata, Bernhard Schölkopf
Causal models for debugging and control in cloud computing. CoRR (2016)
Philipp Geiger, Kun Zhang, Bernhard Schölkopf, Mingming Gong, Dominik Janzing
Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components. ICML (2015)
Mingming Gong, Kun Zhang, Bernhard Schölkopf, Dacheng Tao, Philipp Geiger
Discovering Temporal Causal Relations from Subsampled Data. ICML (2015)
Philipp Geiger, Dominik Janzing, Bernhard Schölkopf
Estimating Causal Effects by Bounding Confounding. UAI (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Philipp Geiger