2025 "log-concave distributions" Papers

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Exponential Convergence Guarantees for Iterative Markovian Fitting

Marta Gentiloni Silveri, Giovanni Conforti, Alain Durmus

NEURIPS 2025posterarXiv:2510.20871

Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference

Kyurae Kim, Yian Ma, Trevor Campbell et al.

NEURIPS 2025posterarXiv:2505.21721

The Power of Iterative Filtering for Supervised Learning with (Heavy) Contamination

Adam Klivans, Konstantinos Stavropoulos, Kevin Tian et al.

NEURIPS 2025spotlightarXiv:2505.20177