Publications

Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian Processes

Published in Under review, 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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Causal Inference with Cocycles

Published in Under review, 2024

Recommended citation: Dance, H. and Bloem-Reddy, B. (2024). " Causal Inference with Cocycles." arXiv:2405.13844
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Fast and Scalable Spike and Slab Variable Selection in High Dimensional Gaussian Processes

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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