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Lionel Riou-Durand

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2020 – today

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2023
[c1]
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  - conf/aistats/Riou-DurandSVMP23
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Lionel Riou-Durand, Pavel Sountsov, Jure Vogrinc, Charles Margossian, Sam Power:
Adaptive Tuning for Metropolis Adjusted Langevin Trajectories. AISTATS 2023: 8102-8116
2022
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  - journals/jmlr/DalalyanKR22
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Arnak S. Dalalyan, Avetik G. Karagulyan, Lionel Riou-Durand:
Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets. J. Mach. Learn. Res. 23: 235:1-235:38 (2022)

2010 – 2019

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2019
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  - journals/corr/abs-1906-08530
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Arnak S. Dalalyan, Lionel Riou-Durand, Avetik G. Karagulyan:
Bounding the error of discretized Langevin algorithms for non-strongly log-concave targets. CoRR abs/1906.08530 (2019)
2018
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  - journals/corr/abs-1807-09382
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Arnak S. Dalalyan, Lionel Riou-Durand:
On sampling from a log-concave density using kinetic Langevin diffusions. CoRR abs/1807.09382 (2018)

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