#114 - Bastian Grossenbacher-Rieck: Topological Machine Learning + Topological Data Analysis Professor

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MP3•בית הפרקים

In this mind-bending episode of Scraping Bits, host DeGatchi sits down with Professor Bastian Grossenbacher-Rieck to explore the fascinating intersection of topology and machine learning.

Key topics covered:

Introduction to topological machine learning and its applications
How topological data analysis can uncover hidden patterns in complex datasets
The mathematical foundations of persistent homology
Real-world use cases of topological methods in data science and AI
Challenges and future directions in this emerging field

Professor Grossenbacher-Rieck breaks down complex concepts into digestible explanations, making cutting-edge research accessible to listeners. Whether you're a data scientist, AI researcher, or just curious about advanced analytics, this episode offers valuable insights into how topology is reshaping our approach to machine learning and data analysis.Tune in for an intellectually stimulating discussion that will expand your understanding of the latest developments in data science and artificial intelligence. Don't miss this opportunity to learn from one of the leading experts in topological machine learning!

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Keywords: mathematics, math, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.

148 פרקים

#Tech #DeGatchi #Smart Contracts

#114 - Bastian Grossenbacher-Rieck: Topological Machine Learning + Topological Data Analysis Professor

Scraping Bits

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published לפני שנה

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MP3•בית הפרקים

In this mind-bending episode of Scraping Bits, host DeGatchi sits down with Professor Bastian Grossenbacher-Rieck to explore the fascinating intersection of topology and machine learning.

Key topics covered:

Introduction to topological machine learning and its applications
How topological data analysis can uncover hidden patterns in complex datasets
The mathematical foundations of persistent homology
Real-world use cases of topological methods in data science and AI
Challenges and future directions in this emerging field

Follow Scraping Bits on Twitter: ⁠⁠https://x.com/scrapingbits⁠⁠
Your Host, DeGatchi: ⁠⁠https://x.com/DeGatchi⁠⁠
Guest Speaker: ⁠⁠https://x.com/⁠pseudomanifold

Please support this podcast by checking out our sponsors:

148 פרקים

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לפני 23 weeks1:25:05

1:25:05

Your Host, DeGatchi: ⁠⁠⁠⁠https://x.com/DeGatchi⁠⁠⁠⁠ DeGatchi's Website: ⁠⁠https://degatchi.com⁠⁠ Follow Scraping Bits on Twitter: ⁠⁠⁠⁠⁠https://x.com/scrapingbits⁠⁠⁠⁠⁠ Guest Speaker: https://x.com/0xmevquant Please support this podcast by checking out our sponsors: ⁠⁠⁠⁠https://x.com/ComposableFin⁠⁠⁠⁠ ⁠⁠⁠⁠https://x.com/mevdotio⁠⁠⁠⁠ Keywords: mathematics, math, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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#125 - Nick Spizzirri - Reverse Engineering Math w/ Stochastic Differental Equations 1:12:52

לפני 24 weeks1:12:52

1:12:52

Your Host, DeGatchi: ⁠⁠⁠https://x.com/DeGatchi⁠⁠⁠ DeGatchi's Website: ⁠https://degatchi.com⁠ Follow Scraping Bits on Twitter: ⁠⁠⁠⁠https://x.com/scrapingbits⁠⁠⁠⁠ Guest Speaker: NA Please support this podcast by checking out our sponsors: ⁠⁠⁠https://x.com/ComposableFin⁠⁠⁠ ⁠⁠⁠https://x.com/mevdotio⁠⁠⁠ Keywords: mathematics, math, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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#124 - David Yenicelik - The AI Search Space Problem, NLP, Semantic Meaning 1:13:32

לפני 25 weeks1:13:32

1:13:32

Your Host, DeGatchi: ⁠⁠https://x.com/DeGatchi⁠⁠ DeGatchi's Website: https://degatchi.com Follow Scraping Bits on Twitter: ⁠⁠⁠https://x.com/scrapingbits⁠⁠⁠ Guest Speaker: ⁠⁠ https://x.com/⁠DavidYenicelik Please support this podcast by checking out our sponsors: ⁠⁠https://x.com/ComposableFin⁠⁠ ⁠⁠https://x.com/mevdotio⁠⁠ Keywords: mathematics, math, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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#123 - Degeneral: Proving A 4-Year Long Proof Unexpectedly, The Beauty Behind Pure Math 1:30:28

לפני 25 weeks1:30:28

1:30:28

Follow Scraping Bits on Twitter: ⁠⁠https://x.com/scrapingbits⁠⁠ Your Host, DeGatchi: ⁠⁠https://x.com/DeGatchi⁠⁠ Guest Speaker: ⁠⁠https://x.com/⁠degeneral_defi Please support this podcast by checking out our sponsors: ⁠⁠https://x.com/ComposableFin⁠⁠ ⁠⁠https://x.com/mevdotio⁠⁠ Keywords: mathematics, math, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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#122 - Tom Burns: Digital Neurosience, Fully Autonomous Agents, AI Safety + Control 55:30

לפני 25 weeks55:30

55:30

Follow Scraping Bits on Twitter: ⁠⁠https://x.com/scrapingbits⁠⁠ Your Host, DeGatchi: ⁠⁠https://x.com/DeGatchi⁠⁠ Guest Speaker: ⁠⁠https://x.com/⁠tfburns Please support this podcast by checking out our sponsors: ⁠⁠https://x.com/ComposableFin⁠⁠ ⁠⁠https://x.com/mevdotio⁠⁠ Keywords: mathematics, math, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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#121 - Everado Olide: Building Batteries From Scratch, Material Science, Differential Equations 1:33:25

לפני 25 weeks1:33:25

1:33:25

Follow Scraping Bits on Twitter: ⁠⁠⁠https://x.com/scrapingbits⁠⁠⁠ Your Host, DeGatchi: ⁠⁠⁠https://x.com/DeGatchi⁠⁠⁠ Guest Speaker: ⁠⁠⁠https://x.com/BardOfArt Please support this podcast by checking out our sponsors: ⁠⁠⁠https://x.com/ComposableFin⁠⁠⁠ ⁠⁠⁠https://x.com/mevdotio⁠⁠⁠ Keywords: mathematics, math, riemannian geometry, diffusion, stochastic processes, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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#120 - Iolo Jones: Riemannian Diffusion Geometry, Geometric Data Analysis, Markov Chains 1:33:20

לפני 26 weeks1:33:20

1:33:20

Jones' research demonstrates that diffusion geometry outperforms multi-parameter persistent homology as a biomarker for tumor histology data, both real and simulated. It also shows promise in robustly measuring the manifold hypothesis by detecting singularities in manifold-like data. This episode offers listeners a fascinating glimpse into the intersection of advanced mathematics, data analysis, and real-world applications, showcasing how these innovative techniques are reshaping our understanding of complex datasets and geometric structures. Follow Scraping Bits on Twitter: ⁠⁠https://x.com/scrapingbits⁠⁠ Your Host, DeGatchi: ⁠⁠https://x.com/DeGatchi⁠⁠ Guest Speaker: ⁠⁠ https://x.com/⁠iolo_jones Paper: https://arxiv.org/abs/2405.10858 Please support this podcast by checking out our sponsors: ⁠⁠https://x.com/ComposableFin⁠⁠ ⁠⁠https://x.com/mevdotio⁠⁠ Keywords: mathematics, math, riemannian geometry, diffusion, stochastic processes, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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#119 - Alisa Wu: Selling An AI-Tutor Bootstrapped Startup At 21, B2C to B2B, Fractal Math 50:03

לפני 27 weeks50:03

50:03

Follow Scraping Bits on Twitter: ⁠⁠https://x.com/scrapingbits⁠⁠ Your Host, DeGatchi: ⁠⁠https://x.com/DeGatchi⁠⁠ Guest Speaker: ⁠ ⁠https://x.com/⁠Alisa__Wu Please support this podcast by checking out our sponsors: ⁠⁠https://x.com/ComposableFin⁠⁠ ⁠⁠https://x.com/mevdotio⁠⁠ ⁠⁠https://x.com/0xPFL⁠⁠ Keywords: mathematics, math, game theory, calculus, linear algebra, category theory, signal processing, statistics, probability, solo auditor, public auditing platforms, private audits, scalability, freedom, Scraping Bits podcast, blockchain technology, audit industry, flashbots, reverse engineering, cybersecurity, infosec, mev, mev bot, quant.…

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Scraping Bits « » #114 - Bastian Grossenbacher-Rieck: Topological Machine Learning + Topological Data Analysis Professor

#114 - Bastian Grossenbacher-Rieck: Topological Machine Learning + Topological Data Analysis Professor

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#114 - Bastian Grossenbacher-Rieck: Topological Machine Learning + Topological Data Analysis Professor