firstbacksecondback
130 Results
|
Poster
|
Thu 8:45 |
Identifiability Guarantees for Causal Disentanglement from Soft Interventions Jiaqi Zhang · Kristjan Greenewald · Chandler Squires · Akash Srivastava · Karthikeyan Shanmugam · Caroline Uhler |
|
|
Poster
|
Wed 15:00 |
Causal Imitability Under Context-Specific Independence Relations Fateme Jamshidi · Sina Akbari · Negar Kiyavash |
|
|
Competition
|
Fri 6:30 |
Causal Structure Learning from Event Sequences and Prior Knowledge Zhang Keli · Ruichu Cai · Kun Kuang · Lujia Pan · Ye Jian · Jiale Zheng · Mengyue Yang · Marcus Kalander · Dai Quanyu · Liu Yuequn |
|
|
Poster
|
Wed 8:45 |
Invariant Learning via Probability of Sufficient and Necessary Causes Mengyue Yang · Zhen Fang · Yonggang Zhang · Yali Du · Furui Liu · Jean-Francois Ton · Jianhong Wang · Jun Wang |
|
|
Workshop
|
A Causal Discovery Approach To Learn How Urban Form Shapes Sustainable Mobility Across Continents Felix Wagner · Florian Nachtigall · Lukas Franken · Nikola Milojevic-Dupont · Marta Gonzalez · Jakob Runge · Rafael Pereira · Felix Creutzig |
||
|
Poster
|
Wed 8:45 |
Assumption violations in causal discovery and the robustness of score matching Francesco Montagna · Atalanti Mastakouri · Elias Eulig · Nicoletta Noceti · Lorenzo Rosasco · Dominik Janzing · Bryon Aragam · Francesco Locatello |
|
|
Poster
|
Thu 8:45 |
K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing Shuai Li · Yingjie Zhang · Hongtu Zhu · Christina Wang · Hai Shu · Ziqi Chen · Zhuoran Sun · Yanfeng Yang |
|
|
Workshop
|
Multi-View Causal Representation Learning with Partial Observability Dingling Yao · Danru Xu · Sébastien Lachapelle · Sara Magliacane · Perouz Taslakian · Georg Martius · Julius von Kügelgen · Francesco Locatello |
||
|
Workshop
|
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations Cian Eastwood · Julius von Kügelgen · Linus Ericsson · Diane Bouchacourt · Pascal Vincent · Mark Ibrahim · Bernhard Schölkopf |
||
|
Poster
|
Thu 8:45 |
Causal Effect Identification in Uncertain Causal Networks Sina Akbari · Fateme Jamshidi · Ehsan Mokhtarian · Matthew Vowels · Jalal Etesami · Negar Kiyavash |