AAAI Bridge Program

Publications

2023

Martin Mundt, Keiland W. Cooper, Devendra Singh Dhami, Adèle H. Ribeiro, James Seale Smith, Alexis Bellot, Tyler L. Hayes
Continual Causality: A Retrospective of the Inaugural AAAI-23 Bridge Program. AAAI Bridge Program (2023)
Moritz Willig, Matej Zecevic, Jonas Seng, Florian Peter Busch
Causal Concept Identification in Open World Environments. AAAI Bridge Program (2023)
Oleksiy Ostapenko, Pau Rodríguez, Alexandre Lacoste, Laurent Charlin
From IID to the Independent Mechanisms assumption in continual learning. AAAI Bridge Program (2023)
Timothée Lesort
Spurious Features in Continual Learning. AAAI Bridge Program (2023)
Luca Castri, Sariah Mghames, Nicola Bellotto
From Continual Learning to Causal Discovery in Robotics. AAAI Bridge Program (2023)
Jonas Seng, Florian Peter Busch, Matej Zecevic, Moritz Willig
Treatment Effect Estimation to Guide Model Optimization in Continual Learning. AAAI Bridge Program (2023)
Florian Peter Busch, Jonas Seng, Moritz Willig, Matej Zecevic
Continually Updating Neural Causal Models. AAAI Bridge Program (2023)
Nikhil Churamani, Jiaee Cheong, Sinan Kalkan, Hatice Gunes
Towards Causal Replay for Knowledge Rehearsal in Continual Learning. AAAI Bridge Program (2023)
Matej Zecevic, Moritz Willig, Florian Peter Busch, Jonas Seng
Continual Causal Abstractions. AAAI Bridge Program (2023)
Zhixuan Chu, Sheng Li
Continual Treatment Effect Estimation: Challenges and Opportunities. AAAI Bridge Program (2023)
Sriraam Natarajan, Kristian Kersting
Never Ending Reasoning and Learning: Opportunities and Challenges. AAAI Bridge Program (2023)
Donggyu Lee, Sangwon Jung, Taesup Moon
Issues for Continual Learning in the Presence of Dataset Bias. AAAI Bridge Program (2023)
Daigo Fujiwara, Kazuki Koyama, Keisuke Kiritoshi, Tomomi Okawachi, Tomonori Izumitani, Shohei Shimizu
Prospects of Continual Causality for Industrial Applications. AAAI Bridge Program (2023)
Sanghyun Kim, Jungwon Choi, NamHee Kim, Jaesung Ryu, Juho Lee
Modeling Uplift from Observational Time-Series in Continual Scenarios. AAAI Bridge Program (2023)

volume 208, 2023

AAAI Bridge Program on Continual Causality, 7-8 February 2023, Washington, DC, USA AAAI Bridge Program 208 (2023)