125 citations
- Centre de Recherche en Économie et StatistiqueFR46 papers
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- Centre de Recherche en Mathématiques de la DécisionFR3 papers
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stat.CO2023★ 1 cited
A connection between Tempering and Entropic Mirror Descent
Nicolas Chopin, Francesca R. Crucinio, Anna Korba
This paper explores the connections between tempering (for Sequential Monte Carlo; SMC) and entropic mirror descent to sample from a target probability distribution whose unnormali…
cs.AI2023★ 4 cited
DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation
Felipe Garrido-Lucero, Benjamin Heymann, Maxime Vono +2
We consider the dataset valuation problem, that is, the problem of quantifying the incremental gain, to some relevant pre-defined utility of a machine learning task, of aggregating…