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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RECENT · PAGE 1/1 · 2 TOTAL
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New paper details non-asymptotic error bounds for biased SMC samplers · 3 sources tracked
A new paper introduces a non-asymptotic error analysis for Sequential Monte Carlo (SMC) methods when using biased mutation kernels, which are common in post-hoc conditioning of generative models. The research decomposes…
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New research details SGD convergence for score-based generative models
Researchers have published a paper detailing the non-asymptotic convergence of Stochastic Gradient Descent (SGD) when applied to Score-based Generative Models (SGMs). The study provides theoretical guarantees for SGD in…