Publications

99 results for Causality

Causal Markov Blanket Representation Learning for Domain Generalization Prediction
- - Naiyu Yin
  - Hanjing Wang
  - et al.
- 2024
- ECCV 2024
Conference paper
Towards a Benchmark for Causal Business Process Reasoning with LLMs
- - Fabiana Fournier
  - Lior Limonad
  - et al.
- 2024
- BPM 2024
Workshop paper
Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa
- - Victor Akinwande
  - Megan Macgregor
  - et al.
- 2024
- IJCAI 2024
Conference paper
Sortability of Time Series Data
- - Christopher Lohse
  - Jonas Wahl
- 2024
- UAI 2024
Workshop paper
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
- - Grace Guo
  - Lifu Deng
  - et al.
- 2024
- FAccT 2024
Conference paper
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes
- - Dongxia Wu
  - Ide-San Ide
  - et al.
- 2024
- AISTATS 2024
Conference paper
Theory-guided Message Passing Neural Network for Probabilistic Inference
- - Zijun Cui
  - Hanjing Wang
  - et al.
- 2024
- AISTATS 2024
Conference paper
Causal Bandits with General Causal Models and Interventions
- - Zirui Yan
  - Dennis Wei
  - et al.
- 2024
- AISTATS 2024
Conference paper
Effective Causal Discovery under Identifiable Heteroscedastic Noise Model
- - Naiyu Yin
  - Tian Gao
  - et al.
- 2024
- AAAI 2024
Conference paper
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations through Local Invariant Learning
- - Amit Dhurandhar
  - Karthikeyan Natesan Ramamurthy
  - et al.
- 2023
- NeurIPS 2023
Conference paper