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Fusion with Optimal Transport

[Moved Online] Hot Topics: Optimal transport and applications to machine learning and statistics May 04, 2020 - May 08, 2020

May 07, 2020 (03:30 PM PDT - 04:30 PM PDT)
Speaker(s): Justin Solomon (Massachusetts Institute of Technology)
Location: MSRI: Online/Virtual
  • optimal transport

  • model fusion

Primary Mathematics Subject Classification No Primary AMS MSC
Secondary Mathematics Subject Classification

Fusion With Optimal Transport


Many problems in learning and statistics involve fusing potentially conflicting signals into a single coherent observation about a system or environment. Optimal transport provides a valuable language for posing and solving such fusion problems in a mathematically-justified and efficient framework. In this talk, I will summarize efforts in our group on developing efficient algorithms for model fusion drawing from state-of-the-art algorithms for computational transport.

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Fusion With Optimal Transport

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