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statistical inference. More specifically the recruited PhD student will consider variational inference approaches for GEA and stochastic optimization to speed up the inference, with the objective of scaling up
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behaviour using computational approaches such as Bayesian program synthesis and inverse reinforcement learning. Investigate the diversity of motor commands that could implement observed behaviours and explore
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Inria, the French national research institute for the digital sciences | Villeurbanne, Rhone Alpes | France | 14 days ago
, 3], significant challenges related to running complex AI algorithms such as Deep Neural Network (DNN) inference on lightweight platforms with limited computational power and relying on potentially
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Inria, the French national research institute for the digital sciences | Montbonnot Saint Martin, Rhone Alpes | France | about 19 hours ago
Objective. The goal is therefore to develop explainable mechanisms to 1) clearly inform end users about the different risks of inference, and 2) give the user control what risk is acceptable or not to them
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. - Compilation of a curated catalog of archaeal genomes from public data and newly obtained data within the team. - Orthogroup inference, multi-clade pangenome graphs to detect genes with restricted distributions
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revisited in light of these new findings. The impact of uncertainties -such as those related to kinetics and radiation- on simulations of spherical flames (typically used experimentally to infer
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. In particular, the research project will focus on inferring trajectories from spatial transcriptomics data modelling at the same time the cells evolution in gene expression and in space. Required
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elongation. (i) The PhD student will use a fluorescent labelling system in place in the laboratory to track the consequences of DciA depletion on replication at the single-cell level using microscopy for data
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the modification profiles of host tRNAs and rRNAs. To test this hypothesis, rRNA and tRNA will be purified from infected cells and analyzed by dRNA-seq to track changes in expression and modification profiles
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numerical simulations using a GRMHD-PIC technique, which allows to track VHE ions on the fly. These simulations will be supplemented by cutting-edge analytical methods for injecting particles onto the grid