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Sanghack Lee

Graduate School of Data Science, Seoul National University, SNU-LG AI Research Center

Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning

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Jun 05, 2024
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Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction

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Jun 02, 2024
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On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition

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May 12, 2024
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Can We Utilize Pre-trained Language Models within Causal Discovery Algorithms?

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Nov 19, 2023
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Nested Counterfactual Identification from Arbitrary Surrogate Experiments

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Jul 07, 2021
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Towards Robust Relational Causal Discovery

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Dec 05, 2019
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Fairness in Algorithmic Decision Making: An Excursion Through the Lens of Causality

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Mar 27, 2019
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Lifted Representation of Relational Causal Models Revisited: Implications for Reasoning and Structure Learning

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Aug 17, 2015
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Causal Transportability of Experiments on Controllable Subsets of Variables: z-Transportability

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Sep 26, 2013
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