Search Results for author: Pierre Senellart

Found 4 papers, 3 papers with code

Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases

no code implementations12 Jan 2024 Pratik Karmakar, Mikaël Monet, Pierre Senellart, Stéphane Bressan

Shapley values, originating in game theory and increasingly prominent in explainable AI, have been proposed to assess the contribution of facts in query answering over databases, along with other similar power indices such as Banzhaf values.

Extracting Definienda in Mathematical Scholarly Articles with Transformers

1 code implementation21 Nov 2023 Shufan Jiang, Pierre Senellart

We consider automatically identifying the defined term within a mathematical definition from the text of an academic article.

Language Modelling Large Language Model +1

Multimodal Machine Learning for Extraction of Theorems and Proofs in the Scientific Literature

1 code implementation18 Jul 2023 Shrey Mishra, Antoine Gauquier, Pierre Senellart

Finally, a simple CRF-based approach uses the features of the multimodal model along with information on block sequences.

Language Modelling

BelMan: Bayesian Bandits on the Belief--Reward Manifold

1 code implementation4 May 2018 Debabrota Basu, Pierre Senellart, Stéphane Bressan

BelMan alternates \emph{information projection} and \emph{reverse information projection}, i. e., projection of the pseudobelief-reward onto beliefs-rewards to choose the arm to play, and projection of the resulting beliefs-rewards onto the pseudobelief-reward.

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