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Alain Durmus

CMLA

Non-Asymptotic Analysis of Data Augmentation for Precision Matrix Estimation

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Oct 02, 2025
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On the Rate of Gaussian Approximation for Linear Regression Problems

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Sep 17, 2025
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Algorithm- and Data-Dependent Generalization Bounds for Score-Based Generative Models

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Jun 04, 2025
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Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance

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May 27, 2025
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Scaffold with Stochastic Gradients: New Analysis with Linear Speed-Up

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Mar 10, 2025
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Differential privacy guarantees of Markov chain Monte Carlo algorithms

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Feb 24, 2025
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Detecting Benchmark Contamination Through Watermarking

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Feb 24, 2025
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Discrete Markov Probabilistic Models

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Feb 11, 2025
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A Mixture-Based Framework for Guiding Diffusion Models

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Feb 05, 2025
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Refined Analysis of Federated Averaging's Bias and Federated Richardson-Romberg Extrapolation

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Dec 02, 2024
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