World Model · podcast knowledge graph

Trends in Machine Learning & Deep Learning with Zachary Lipton - #556

2022-01-27 · 69 min · episode 556 · 16 entities

episode page audio

Asserted relationships

Entities found in this episode

companys 7

  • mentioned TWIML company
    0.70
    evidence rules-v4
    Feed author/publisher: TWIML
  • mentioned Carnegie Mellon University company
    0.62
    evidence rules-v4
    professor at Carnegie Mellon University
  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • works at Carnegie Mellon University company
    0.50
    evidence rules-v4
    professor at Carnegie Mellon University
  • works at Carnegie Mellon University company
    0.50
    evidence rules-v4
    professor at Carnegie Mellon University
  • 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 Zachary Lipton person
    0.72
    evidence rules-v4
    Trends in Machine Learning & Deep Learning with Zachary Lipton - #556
  • 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 continue our AI Rewind 2021 series joined by a friend of the show, assistant professor at Carnegie Mellon University, and AI Rewind veteran, Zack Lipton! In our conversation with Zack, we touch on recurring themes like “NLP Eating AI” and the recent slowdown in innovation in the field, the redistribution of resources across research problems, and where the opportunities for real breakthroughs lie. We also discuss problems facing the current peer-review system, notable research from last year like the introduction of the WILDS library, and the evolution of problems (and potential solutions) in fairness, bias, and equity. Of course, we explore some of the use cases and application areas that made notable progress in 2021, what Zack is looking forward to in 2022 and beyond, and much more! The complete show notes for this episode can be found at twimlai.com/go/556