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strongly log-concave

3 papers

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Co-occurring keywords · papers mentioning both

unadjusted langevin algorithm (2) proximal sampler (2) langevin dynamics (2) leapfrog integration (1) strong data processing inequalities (1) phi-mutual information (1) φ-divergence (1) φ-sobolev inequality (1) strongly log-concave distribution (1) bayesian logistic regression (1)

Papers

Characterizing Dependence of Samples along the Langevin Dynamics and Algorithms via Contraction of $Φ$-Mutual Information (Extended Abstract) COLT 2025 Fast Convergence of $Φ$-Divergence Along the Unadjusted Langevin Algorithm and Proximal Sampler ALT 2025 Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo NeurIPS 2018