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Arthur Gretton

E3S

Density Ratio-based Proxy Causal Learning Without Density Ratios

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Mar 11, 2025
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Learning-Order Autoregressive Models with Application to Molecular Graph Generation

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Mar 07, 2025
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Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions

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Feb 18, 2025
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Distributional Diffusion Models with Scoring Rules

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Feb 04, 2025
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Accelerated Diffusion Models via Speculative Sampling

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Jan 09, 2025
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Optimality and Adaptivity of Deep Neural Features for Instrumental Variable Regression

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Jan 09, 2025
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Prompting Strategies for Enabling Large Language Models to Infer Causation from Correlation

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Dec 18, 2024
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Nonparametric Instrumental Regression via Kernel Methods is Minimax Optimal

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Nov 29, 2024
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Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian Processes

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Oct 18, 2024
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Credal Two-Sample Tests of Epistemic Ignorance

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Oct 16, 2024
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