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Yashas Annadani

Causal Bayesian Optimization with Unknown Graphs

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Mar 25, 2025
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Preference-Guided Diffusion for Multi-Objective Offline Optimization

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Mar 21, 2025
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Challenges and Considerations in the Evaluation of Bayesian Causal Discovery

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Jun 05, 2024
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Amortized Active Causal Induction with Deep Reinforcement Learning

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May 26, 2024
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BayesDAG: Gradient-Based Posterior Sampling for Causal Discovery

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Jul 26, 2023
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Differentiable Multi-Target Causal Bayesian Experimental Design

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Feb 21, 2023
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Trust Your $ abla$: Gradient-based Intervention Targeting for Causal Discovery

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Nov 24, 2022
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Learning Latent Structural Causal Models

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Oct 24, 2022
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Latent Variable Models for Bayesian Causal Discovery

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Jul 12, 2022
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Interventions, Where and How? Experimental Design for Causal Models at Scale

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Mar 03, 2022
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