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), computation takes place only when an event occurs. Beyond reducing the amount of incoming data to process, event-based computing requires fewer operations per second during the inference phase compared
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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 | 17 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 | 3 days 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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an active participant in the Agile way of working by contributing to process improvement, planning and tracking the team's work, reviews and progress demonstrations, and coordination with other teams