HD
Hugh Dance
stat.MLcs.LGstat.MEcs.MSmath.STstat.COstat.TH
On Valency
published · living versionsW_5ke7j8fd·v1 · currentpublished
Sampling Interventional Distributions with Orthogonal MMD Flow
with Bariscan Bozkurt, Zonghao Chen, Alexandre Galashov, Arthur Gretton +1
1 version
Preprints & journals
6 papers in the corpus · 2021–2026Debiased Counterfactual Generation via Flow Matching from Observations2605.07665v1 · Hugh Dance, Johnny Xi, Peter Orbanz et al.2026 · 0 citationsarXiv
Efficiently Vectorized MCMC on Modern Accelerators2503.17405v2 · Hugh Dance, Pierre Glaser, Peter Orbanz et al.2025 · 0 citationsarXiv
Distinguishing Cause from Effect with Causal Velocity Models2502.05122v2 · Johnny Xi, Hugh Dance, Peter Orbanz et al.2025 · 0 citationsarXiv
Interventional Processes for Causal Uncertainty Quantification2410.14483v3 · Hugh Dance, Peter Orbanz, Arthur Gretton2024 · 0 citationsarXiv
Counterfactual Cocycles: A Framework for Robust and Coherent Counterfactual Transports2405.13844v4 · Hugh Dance, Benjamin Bloem-Reddy2024 · 0 citationsarXiv
Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes2111.04558v2 · Hugh Dance, Brooks Paige2021 · 3 citationsarXiv
Career total: 6 works. 6 are in this corpus.
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