Poisson process
PulseAugur coverage of Poisson process — every cluster mentioning Poisson process across labs, papers, and developer communities, ranked by signal.
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Lévy Attention introduces single-pass predictive uncertainty for time series
Researchers have introduced Lévy Attention, a novel attention mechanism designed for irregularly sampled time series data. This new approach integrates predictive uncertainty directly into the attention layer, allowing …
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New BTYD models leverage amortized variational inference for faster customer analysis
Researchers have developed a new family of Buy-'Til-You-Die (BTYD) models that move beyond the traditional Poisson process assumption. These new models utilize a Weibull renewal process and employ an amortized variation…
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New algorithm offers adversarial resilience for submodular maximization
This research paper introduces a new algorithm called the Spiteful Greedy Swap Poisson Process (SGS-Poisson) for submodular maximization problems with matroid constraints. The algorithm demonstrates adversarial resilien…
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New GPFlow framework enables variable-length generative protein design
Researchers have developed Generalized Poisson Flow (GPFlow), a novel framework for generative protein design that overcomes the limitations of fixed-length models. GPFlow learns an inhomogeneous generalized Poisson pro…