Publications

106 results for Causality

Meta-D²AG: Causal Graph Learning with Interventional Dynamic Data
- - Tian Gao
  - Songtao Lu
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Licence to Scale: A Microservice Simulation Environment for Benchmarking Agentic AI
- - Christopher Lohse
  - Adrian Selk
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Early Classification method with Time-series Foundation Models
- - Shingo Higashiguchi
  - Takayuki Katsuki
  - et al.
- 2025
- IBISML 2025
Poster
The WHY in Business Processes: Unification of Causal Process Models
- - Yuval David
  - Fabiana Fournier
  - et al.
- 2025
- BPM 2025
Conference paper
Wafer Defect Root Cause Analysis with Partial Trajectory Regression
- - Kohei Miyaguchi
  - Masao Joko
  - et al.
- 2025
- ASMC 2025
Conference paper
Integer Programming Based Methods and Heuristics for Causal Graph Learning
- - Sanjeeb Dash
  - João Gonçalves
  - et al.
- 2025
- AISTATS 2025
Conference paper
Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation
- - Lucile Ter-Minassian
  - Liran Szlak
  - et al.
- 2025
- AISTATS 2025
Conference paper
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
- - Junkyu Lee
  - Tian Gao
  - et al.
- 2025
- AISTATS 2025
Conference paper
How well can a large language model explain business processes as perceived by users?
- - Dirk Fahland
  - Fabiana Fournier
  - et al.
- 2025
- DKE
Paper
Q-function Decomposition with Intervention Semantics for Factored Action Spaces
- - Junkyu Lee
  - Tian Gao
  - et al.
- 2025
- AAAI 2025
Workshop paper