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Samuel Gruffaz

On the convergence of dynamic implementations of Hamiltonian Monte Carlo and no U-turn samplers
2026 · Alain Durmus, Samuel Gruffaz, et al. · The Annals of Applied Probability · 13
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Learning Riemannian metric for disease progression modeling
2021 · Gruffaz, Samuel, Poulet, Pierre-Emmanuel, et al. · HAL · 8
Stochastic Approximation with Biased MCMC for Expectation Maximization
2024 · Gruffaz, Samuel, Kim, Kyurae, et al. · arXiv (Cornell University) · 4
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A Theoretical Comparison of No-U-Turn Sampler Variants: Necessary and Sufficient Convergence Conditions and Mixing Time Analysis under Gaussian Targets
2026 · Gruffaz, Samuel, Kim, Kyurae, et al. · arXiv (Cornell University) · 3
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Shape analysis for time series
2024 · Thibaut Germain, Samuel Gruffaz, et al. · neural information processing systems · 3
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Enhancing Exploration in Global Optimization by Noise Injection in the Probability Measures Space
2026 · Serré, Gaëtan, Germain, Pierre, et al. · arXiv (Cornell University) · 2
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Optimal Fair Aggregation of Crowdsourced Noisy Labels using Demographic Parity Constraints
2026 · Singer, Gabriel, Gruffaz, Samuel, et al. · arXiv (Cornell University) · 1
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Analysis of kinetic Langevin Monte Carlo under the stochastic exponential Euler discretization from underdamped all the way to overdamped
2026 · Kyurae Kim, Samuel Gruffaz, et al. · Electronic Journal of Statistics · 1
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Personalized Convolutional Dictionary Learning of Physiological Time Series
2025 · Roques, Axel, Gruffaz, Samuel, et al. · arXiv (Cornell University) · 1
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On the Calibration of Crowdsourcing Aggregators
2026 · Singer, Gabriel, Arab, Reda, et al. · arXiv (Cornell University)
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Extreme Binary Classification: Extreme Value Theory for Extreme Constraint on False Negative
2026 · Gruffaz, Samuel, Fawad, Muhammad, et al. · arXiv (Cornell University)
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A Model for Imbalanced Label Aggregation: A Focus on Minority-Class Detection
2026 · Singer, Gabriel, Gruffaz, Samuel, et al. · arXiv (Cornell University)
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Optimal Fair Aggregation of Crowdsourced Noisy Labels using Demographic Parity Constraints
2026 · Singer, Gabriel, Gruffaz, Samuel, et al. · HAL
Detecting the depth of sedation in the intensive care unit using a 2-channel electroencephalogram: An analysis with 2 machine learning models
2025 · Esteban A. Alarcón-Braga, Samuel Gruffaz, et al. · Neuroscience Informatics
From Motor Style Quantification in Time Series To Markov Chain Monte Carlo Within Stochastic Approximation
2025 · Samuel Gruffaz · theses.fr (ABES)
Works count: 18
Citation count: 57
H-index: 4
I10-index: 2
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