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Inverse Problems and High Dimensional Estimation




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Introduction. Inverse problems of heat transfer rely on temperature and/or heat flux measurements for the estimation of unknown quantities appearing in the ...
Reinforcement learning can acquire complex behaviors from high-level specifications. However, defining a cost function that can be optimized effectively and encodes ...
Optimal rates of convergence for sparse covariance matrix estimation Cai, T. Tony and Zhou, Harrison H., The Annals of Statistics, 2012; Sparsistency and rates of ...
This Symposium on Advanced Computation and Information in Natural and Applied Sciences focusses on architectures and methods for high end computational and …



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