World Model · podcast knowledge graph

Adaptivity in Machine Learning with Samory Kpotufe - #512

2021-08-23 · 50 min · episode 512 · 16 entities

episode page audio

Asserted relationships

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    evidence rules-v4
    Adaptivity in Machine Learning with Samory Kpotufe - #512
  • → hosted by Sam Charrington person
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    Feed author/publisher: Sam Charrington
  • → works at Columbia University company
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    professor at Columbia University and
  • → works at Columbia University company
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    professor at Columbia University and
  • → discusses Science concept
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    Feed category: Science
  • → discusses Technology company
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    Feed category: Technology
  • → discusses News concept
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    Feed category: News
  • → discusses Tech News concept
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    Feed category: Tech News
  • → hosted by TWIML company
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    Feed author/publisher: TWIML

Entities found in this episode

companys 7

  • mentioned TWIML company
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    Feed author/publisher: TWIML
  • mentioned Columbia University company
    0.62
    evidence rules-v4
    professor at Columbia University and
  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • works at Columbia University company
    0.50
    evidence rules-v4
    professor at Columbia University and
  • works at Columbia University company
    0.50
    evidence rules-v4
    professor at Columbia University and
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • hosted by TWIML company
    0.40
    evidence rules-v4
    Feed author/publisher: TWIML

concepts 5

  • mentioned Science concept
    0.50
    evidence rules-v4
    Feed category: Science
  • mentioned Tech News concept
    0.50
    evidence rules-v4
    Feed category: Tech News
  • discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • discusses News concept
    0.40
    evidence rules-v4
    Feed category: News
  • discusses Tech News concept
    0.40
    evidence rules-v4
    Feed category: Tech News

persons 3

  • mentioned Samory Kpotufe person
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    evidence rules-v4
    Adaptivity in Machine Learning with Samory Kpotufe - #512
  • mentioned Sam Charrington person
    0.70
    evidence rules-v4
    Feed author/publisher: Sam Charrington
  • hosted by Sam Charrington person
    0.55
    evidence rules-v4
    Feed author/publisher: Sam Charrington

podcasts 1

Episode description as stored
Today we’re joined by Samory Kpotufe, an associate professor at Columbia University and program chair of the 2021 Conference on Learning Theory (COLT).  In our conversation with Samory, we explore his research at the intersection of machine learning, statistics, and learning theory, and his goal of reaching self-tuning, adaptive algorithms. We discuss Samory’s research in transfer learning and other potential procedures that could positively affect transfer, as well as his work understanding unsupervised learning including how clustering could be applied to real-world applications like cybersecurity, IoT (Smart homes, smart city sensors, etc) using methods like dimension reduction, random projection, and others. If you enjoyed this interview, you should definitely check out our conversation with Jelani Nelson on the “Theory of Computation.”  The complete show notes for this episode can be found at https://twimlai.com/go/512.