CITRIS: Causal Identifiability from Temporal Intervened Sequences.
Phillip LippeSara MagliacaneSindy LöweYuki M. AsanoTaco CohenEfstratios GavvesPublished in: CoRR (2022)
Keyphrases
- causal models
- temporal patterns
- causal discovery
- temporal information
- temporal order
- temporal sequences
- time stamped
- temporal data
- temporal behavior
- spatial and temporal
- hidden markov models
- sequential patterns
- event sequences
- temporal reasoning
- spatio temporal
- temporal databases
- causal relationships
- bayesian networks
- temporal constraints
- variable length
- dynamic textures
- causal bayesian networks
- pattern discovery
- temporal association rules
- long sequences
- data streams
- temporal consistency
- causal relations
- causal effects
- quasi periodic
- temporal dimension
- temporal relationships
- motion trajectories
- sequential data
- experimental data
- space time
- data structure