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Sonali Parbhoo

Department of Engineering, Imperial College London

Causal Bayesian Optimization with Unknown Graphs

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Mar 25, 2025
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Feature Importance Depends on Properties of the Data: Towards Choosing the Correct Explanations for Your Data and Decision Trees based Models

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Feb 11, 2025
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Concept-driven Off Policy Evaluation

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Nov 28, 2024
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Inverse Transition Learning: Learning Dynamics from Demonstrations

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Nov 07, 2024
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Insights from the Inverse: Reconstructing LLM Training Goals Through Inverse RL

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Oct 16, 2024
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Decision-Point Guided Safe Policy Improvement

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Oct 12, 2024
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Tree-Based Leakage Inspection and Control in Concept Bottleneck Models

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Oct 08, 2024
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Towards Integrating Personal Knowledge into Test-Time Predictions

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Jun 12, 2024
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Guarantee Regions for Local Explanations

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Feb 20, 2024
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Bayesian Inverse Transition Learning for Offline Settings

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Aug 09, 2023
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