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ENTITY Stanislas Strasman

Stanislas Strasman

PulseAugur coverage of Stanislas Strasman — every cluster mentioning Stanislas Strasman across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_128355 ·

    New paper details non-asymptotic error bounds for SMC with biased proposals

    A new paper introduces a non-asymptotic error analysis for Sequential Monte Carlo (SMC) methods when used with biased proposals. The research, authored by Stanislas Strasman, decomposes the total error into kernel bias …

  2. TOOL · CL_128356 ·

    New research analyzes SGD convergence for score-based generative models

    Researchers have analyzed the convergence properties of Stochastic Gradient Descent (SGD) when applied to score-based generative models (SGMs). The study establishes a non-convex convergence rate for SGD on the weighted…