Published in Under review, 2025
Recommended citation: Dance, H. and Bloem-Reddy, B. (2025). " Counterfactual Cocycles: A Framework for Robust and Coherent Counterfactual Transports." arXiv:2405.13844
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Published in International Conference on Machine Learning, 2025, 2025
Selected for Spotlight (Top ~10% Submissions)
Recommended citation: Dance, H., Glaser, P, Orbanz, P and Adams, R. (2025). " Efficiently Vectorized MCMC on Modern Accelerators. " International Conference on Machine Learning. PMLR, 2025
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Published in International Conference on Machine Learning, 2025, 2025
Recommended citation: Xi,J., Dance, H., Orbanz, P. and Bloem-Reddy,B. (2025). " Distinguishing Cause and Effect with Causal Velocity Models. " International Conference on Machine Learning. PMLR, 2025
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Published in To be submitted, 2024
Recommended citation: Dance, H., Orbanz, P. and Gretton, A. (2024). " Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian Processes." arXiv:2410.14483
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Published in International Conference on Artificial Intelligence and Statistics, 2022
Selected for Oral Presentation (Top ~10% Submissions)
Recommended citation: Dance, H. and Paige, B. (2022). " Fast and scalable spike and slab variable selection in high-dimensional Gaussian processes. " International Conference on Artificial Intelligence and Statistics. PMLR, 2022
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