25 min listen
Adaptivity in Machine Learning with Samory Kpotufe - #512
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Adaptivity in Machine Learning with Samory Kpotufe - #512
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
ratings:
Length:
50 minutes
Released:
Aug 23, 2021
Format:
Podcast episode
Description
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.
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.
Released:
Aug 23, 2021
Format:
Podcast episode
Titles in the series (100)
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