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Youssef Mroueh

Multivariate Stochastic Dominance via Optimal Transport and Applications to Models Benchmarking

Jun 10, 2024
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Distributional Preference Alignment of LLMs via Optimal Transport

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Jun 09, 2024
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Information Theoretic Guarantees For Policy Alignment In Large Language Models

Jun 09, 2024
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Risk Assessment and Statistical Significance in the Age of Foundation Models

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Oct 11, 2023
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Auditing and Generating Synthetic Data with Controllable Trust Trade-offs

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May 02, 2023
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Effective Dynamics of Generative Adversarial Networks

Dec 08, 2022
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Cloud-Based Real-Time Molecular Screening Platform with MolFormer

Aug 13, 2022
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Auditing Differential Privacy in High Dimensions with the Kernel Quantum Rényi Divergence

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May 27, 2022
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Learning with Stochastic Orders

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May 27, 2022
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Cycle Consistent Probability Divergences Across Different Spaces

Nov 22, 2021
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