Philipp Geiger
5 papers · 2015–2021 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Keywords
causal inference
(2)
game theory
(2)
granger causality
(2)
time series
(2)
vector autoregression
(2)
bayesian inference
(1)
decision making
(1)
causal discovery
(1)
expectation maximization
(1)
trajectory prediction
(1)
sensor shift
(1)
nash equilibrium
(1)
implicit layer
(1)
learning from demonstration
(1)
self-fulfilling prophecy
(1)
causal model
(1)
hidden component
(1)
predictive assistant
(1)
bayesian nash equilibrium
(1)
congestion forecasting
(1)
Papers
Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers
AAAI 2021
Causal Transfer for Imitation Learning and Decision Making under Sensor-Shift
AAAI 2020
Coordinating Users of Shared Facilities via Data-driven Predictive Assistants and Game Theory
UAI 2019
Causal Inference by Identification of Vector Autoregressive Processes with Hidden Components
ICML 2015
Discovering Temporal Causal Relations from Subsampled Data
ICML 2015