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| - **Book**: R. Douc, E. Moulines, P. Priouret and P. Soulier: //Markov chains.// Springer Edition, 2018. | - **Book**: R. Douc, E. Moulines, P. Priouret and P. Soulier: //Markov chains.// Springer Edition, 2018. | ||
| - | <color /yellow> If you click below, you can find a list of my published papers: </color> | + | |
| - | + | ||
| - | <hidden ====Click here to see my published papers====> | + | |
| <sortable r1> | <sortable r1> | ||
| <searchtable> | <searchtable> | ||
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| | 45 | F. Bertholom, R. Douc, F. Roueff | Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families | Advances in Neural Information Processing Systems, (Neurips) | 2024 | 37 | | | | 45 | F. Bertholom, R. Douc, F. Roueff | Asymptotics of Alpha-Divergence Variational Inference Algorithms with Exponential Families | Advances in Neural Information Processing Systems, (Neurips) | 2024 | 37 | | | ||
| | 46 | B. Moufad, Y. Janati, L. Bedin, A. Durmus, R. Douc, J. Olsson, E. Moulines | Variational Diffusion Posterior Sampling with Midpoint Guidance | ICLR | 2025 | | | | | 46 | B. Moufad, Y. Janati, L. Bedin, A. Durmus, R. Douc, J. Olsson, E. Moulines | Variational Diffusion Posterior Sampling with Midpoint Guidance | ICLR | 2025 | | | | ||
| - | | 47 | R. Douc, P. E. Jacob, A. Lee, D. Vats | Solving the Poisson equation using coupled Markov chains | Annals of Statistics | 2025 | Accepted. | | | + | | 47 | R. Douc, P. E. Jacob, A. Lee, D. Vats | Solving the Poisson equation using coupled Markov chains | Annals of Statistics | 2026 | Vol. 54, No. 1, 201-225. | | |
| - | | 48 | Y. Chen, M. Gerber, C. Andrieu, R. Douc | Self-Organizing State-Space Models with Artificial Dynamics | Journal of the Royal Society, series B. [[https://arxiv.org/abs/2409.08928|Arxiv]] | 2025 | Accepted. | | | + | | 48 | Y. Chen, M. Gerber, C. Andrieu, R. Douc | Self-Organizing State-Space Models with Artificial Dynamics | Journal of the Royal Society, series B. [[https://arxiv.org/abs/2409.08928|Arxiv]] | 2026 | To be published | | |
| | 49 | R. Douc, A. Durmus, A. Enfroy, J. Olsson | Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm | Submitted. [[https://arxiv.org/abs/2201.05002|Arxiv]] | | | | | | 49 | R. Douc, A. Durmus, A. Enfroy, J. Olsson | Boost your favorite Markov Chain Monte Carlo sampler using Kac's theorem: the Kick-Kac teleportation algorithm | Submitted. [[https://arxiv.org/abs/2201.05002|Arxiv]] | | | | | ||
| | 50 | R. Douc, S. Le Corff | Asymptotic convergence of iterative optimization algorithms | Submitted. [[https://arxiv.org/pdf/2302.12544.pdf|Arxiv]] | | | | | | 50 | R. Douc, S. Le Corff | Asymptotic convergence of iterative optimization algorithms | Submitted. [[https://arxiv.org/pdf/2302.12544.pdf|Arxiv]] | | | | | ||
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| </searchtable> | </searchtable> | ||
| </sortable> | </sortable> | ||
| - | </hidden> | + | |
| ===== Teaching materials ===== | ===== Teaching materials ===== | ||