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Divyat Mahajan

Learning to Defer for Causal Discovery with Imperfect Experts

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Feb 18, 2025
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Zero-Shot Learning of Causal Models

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Oct 08, 2024
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Compositional Risk Minimization

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Oct 08, 2024
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Evaluating Interventional Reasoning Capabilities of Large Language Models

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Apr 08, 2024
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Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation

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Jul 05, 2023
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Synergies Between Disentanglement and Sparsity: a Multi-Task Learning Perspective

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Nov 26, 2022
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Empirical Analysis of Model Selection for Heterogenous Causal Effect Estimation

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Nov 03, 2022
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Interventional Causal Representation Learning

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Oct 09, 2022
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Towards efficient representation identification in supervised learning

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Apr 10, 2022
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The Connection between Out-of-Distribution Generalization and Privacy of ML Models

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Oct 07, 2021
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