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seminars:stat:sep222022 [2022/09/08 13:53] – created rakhiseminars:stat:sep222022 [2022/09/08 13:53] (current) rakhi
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 +**Speaker:** Ming Yuan (Columbia)
  
 +**Title:** Spectral Learning for High Dimensional Tensors\\
 +
 +**Abstract:** Matrix perturbation bounds developed by Weyl, Davis, Kahan and Wedin and others play a central role in many statistical and machine learning problems. I shall discuss some of the recent progresses in developing similar bounds for higher order tensors. I will highlight the intriguing differences from matrices, and explore their implications in spectral learning problems.