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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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