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@inproceedings{DBLP:conf/aaai/BuschSWZ23,
  author       = {Florian Peter Busch and
                  Jonas Seng and
                  Moritz Willig and
                  Matej Zecevic},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Continually Updating Neural Causal Models},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {30--37},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/busch23a.html},
  timestamp    = {Tue, 14 Nov 2023 09:13:46 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/BuschSWZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/CastriMB23,
  author       = {Luca Castri and
                  Sariah Mghames and
                  Nicola Bellotto},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {From Continual Learning to Causal Discovery in Robotics},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {85--91},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/castri23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/CastriMB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChuL23,
  author       = {Zhixuan Chu and
                  Sheng Li},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Continual Treatment Effect Estimation: Challenges and Opportunities},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {11--17},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/chu23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChuL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChuramaniCKG23,
  author       = {Nikhil Churamani and
                  Jiaee Cheong and
                  Sinan Kalkan and
                  Hatice Gunes},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Towards Causal Replay for Knowledge Rehearsal in Continual Learning},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {63--70},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/churamani23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ChuramaniCKG23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/FujiwaraKKOIS23,
  author       = {Daigo Fujiwara and
                  Kazuki Koyama and
                  Keisuke Kiritoshi and
                  Tomomi Okawachi and
                  Tomonori Izumitani and
                  Shohei Shimizu},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Prospects of Continual Causality for Industrial Applications},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {18--24},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/fujiwara23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/FujiwaraKKOIS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/KimCKRL23,
  author       = {Sanghyun Kim and
                  Jungwon Choi and
                  NamHee Kim and
                  Jaesung Ryu and
                  Juho Lee},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Modeling Uplift from Observational Time-Series in Continual Scenarios},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {75--84},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/kim23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/KimCKRL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeJM23,
  author       = {Donggyu Lee and
                  Sangwon Jung and
                  Taesup Moon},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Issues for Continual Learning in the Presence of Dataset Bias},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {92--99},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/lee23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/LeeJM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Lesort23,
  author       = {Timoth{\'{e}}e Lesort},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Spurious Features in Continual Learning},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {59--62},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/lesort23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Lesort23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MundtCDRSBH23,
  author       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Continual Causality: {A} Retrospective of the Inaugural {AAAI-23}
                  Bridge Program},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {1--10},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/mundt23a.html},
  timestamp    = {Tue, 14 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/MundtCDRSBH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NatarajanK23,
  author       = {Sriraam Natarajan and
                  Kristian Kersting},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Never Ending Reasoning and Learning: Opportunities and Challenges},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {71--74},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/natarajan23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/NatarajanK23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/OstapenkoRLC23,
  author       = {Oleksiy Ostapenko and
                  Pau Rodr{\'{\i}}guez and
                  Alexandre Lacoste and
                  Laurent Charlin},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {From {IID} to the Independent Mechanisms assumption in continual learning},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {25--29},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/ostapenko23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/OstapenkoRLC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/SengBZW23,
  author       = {Jonas Seng and
                  Florian Peter Busch and
                  Matej Zecevic and
                  Moritz Willig},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Treatment Effect Estimation to Guide Model Optimization in Continual
                  Learning},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {38--44},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/seng23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/SengBZW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WilligZSB23,
  author       = {Moritz Willig and
                  Matej Zecevic and
                  Jonas Seng and
                  Florian Peter Busch},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Causal Concept Identification in Open World Environments},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {52--58},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/willig23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/WilligZSB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZecevicWBS23,
  author       = {Matej Zecevic and
                  Moritz Willig and
                  Florian Peter Busch and
                  Jonas Seng},
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {Continual Causal Abstractions},
  booktitle    = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  pages        = {45--51},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/zecevic23a.html},
  timestamp    = {Tue, 05 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZecevicWBS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/aaai/2023bridge,
  editor       = {Martin Mundt and
                  Keiland W. Cooper and
                  Devendra Singh Dhami and
                  Ad{\`{e}}le H. Ribeiro and
                  James Seale Smith and
                  Alexis Bellot and
                  Tyler L. Hayes},
  title        = {{AAAI} Bridge Program on Continual Causality, 7-8 February 2023, Washington,
                  DC, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {208},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v208/},
  timestamp    = {Tue, 14 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/2023bridge.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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