Publications

89 results for Causality

Effective Causal Discovery under Identifiable Heteroscedastic Noise Model
- - Naiyu Yin
  - Tian Gao
  - et al.
- 2024
- AAAI 2024
Pairwise Causality Guided Transformers for Event Sequences
- - Xiao Shou
  - Debarun Bhattacharjya
  - et al.
- 2023
- NeurIPS 2023
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
- - Amit Dhurandhar
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2023
- NeurIPS 2023
Identifiability Guarantees for Causal Disentanglement from Soft Interventions
- - Jiaqi Zhang
  - Kristjan Greenewald
  - et al.
- 2023
- NeurIPS 2023
Causal Markov Blanket Representation Learning for Out-of-distribution Generalization
- - Naiyu Yin
  - Hanjing Wang
  - et al.
- 2023
- NeurIPS 2023
Extracting Insights from Cities with Graph Neural Networks
- - Amadou Ba
  - Fearghal O'Donncha
  - et al.
- 2023
- INFORMS 2023
Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models
- - Debarun Bhattacharjya
  - Oktie Hassanzadeh
  - et al.
- 2023
- IJCAI 2023
Graphical modeling for dynamic safety hints generalisation for Safe Deep Reinforcement Learning Agents
- - Lamogha Chiazor
  - Ngoc Lan Hoang
  - et al.
- 2023
- IJCAI 2023
Why are my Pizzas late?
- - Dirk Fahland
  - Fabiana Fournier
  - et al.
- 2023
- IJCAI 2023
Model-free Causal Reinforcement Learning with Causal Diagrams
- - Junkyu Lee
  - Tian Gao
  - et al.
- 2023
- IJCAI 2023