Causal Bandits Podcast
Causal Bandits Podcast with Alex Molak is here to help you learn about causality, causal AI and causal machine learning through the genius of others.
The podcast focuses on causality from a number of different perspectives, finding common grounds between academia and industry, philosophy, theory and practice, and between different schools of thought, and traditions.
Your host, Alex Molak is an a machine learning engineer, best-selling author, and an educator who decided to travel the world to record conversations with the most interesting minds in causality to share them with you.
Enjoy and stay causal!
Keywords: Causal AI, Causal Machine Learning, Causality, Causal Inference, Causal Discovery, Machine Learning, AI, Artificial Intelligence
- Update frequency
- every 14 days
- Average duration
- 53 minutes
- Episodes
- 33
- Years Active
- 2023 - 2025
Causal Models, Biology, Generative AI & RL || Robert Ness || Causal Bandits Ep. 011 (2024)
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Recorded on Nov 12, 2023 in Undisclosed location, Undisclosed location
From Systems Biology to Causality
Robert always loved statistics.
…
Causal AI & Supply Chain || Ishansh Gupta || Causal Bandits Ep. 010 (2024)
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Recorded on Sep 27, 2023 in München, Germany
From supply chain to large language models and back
Ishansh realized the potential of data w…
On Causal Inference in Fintech & Being an Author || Matheus Facure || Causal Bandits Ep. 009 (2024)
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Recorded on Oct 15, 2023 in São Paulo, Brazil
Causal Inference in Fintech? For Brave and True Only
From rural Brazil t…
Causal ML, Transparency & Time-Varying Treatments || Iyar Lin || Causal Bandits Ep. 008 (2024)
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Recorded on Sep 13, 2023 in Beit El'Azari, Israel
The eternal dance between the data and the model
Early in his career, Iyar realized t…
![[Extra]: Mosquitos, Pascal & Hedge Funds || A Walk with Darko Matovski, PhD (causaLens) in London (2024)](https://storage.buzzsprout.com/w1dk33de06vqbo2gkjrtda4pcsnn?.jpg)
[Extra]: Mosquitos, Pascal & Hedge Funds || A Walk with Darko Matovski, PhD (causaLens) in London (2024)
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Recorded on Sep 4, 2023 in London, UK
A causal bet
Darko's story begins in Eastern Europe, where his early attempts in building a busines…
Causal AI, Justin Bieber & Optimal Experiments || Jakob Zeitler || Causal Bandits Ep. 007 (2024)
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Recorded on Sep 5, 2023 in Oxford, UK
Have you ever wondered if we can answer seemingly unanswerable questions?
Jakob's jou…
Causal AI, Effect Heterogeneity & Understanding ML || Alicia Curth || Causal Bandits Ep. 006 (2023)
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Recorded on Nov 29, 2023 in Cambridge, UK
Should we continue to ask why?
Alicia's machine learning journey began with... causal machine…
Causal AI & Dynamical Systems || Naftali Weinberger || Causal Bandits Ep. 005 (2023)
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Recorded on Aug 29, 2023 in München, Germany
Can we meaningfully talk about causality in dynamical systems?
Some people are puzzled when …
Autonomous Driving, Causality & Long Tails || Daniel Ebenhöch || Causal Bandits Ep. 004 (2023)
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Recorded on Aug 27, 2023 in München, Germany
Is Causality Necessary For Autonomous Driving?
From a child experimenter to a lead engineer …
Causality, Marketing & Simulations || Juan Orduz || Causal Bandits Ep. 003 (2023)
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Recorded on Aug 25, 2023 in Berlin, Germany
Is Marketing Intrinsically Causal?
After spending 5 years talking to mathematicians, Ju…
Causality, Bayesian Modeling and PyMC || Thomas Wiecki || Causal Bandits Ep. 001 (2023)
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Recorded on Aug 24, 2023 in Berlin, Germany
Does Causality Align with Bayesian Modeling?
Structural causal models sha…
Causal AI, Modularity & Learning || Andrew Lawrence || Causal Bandits Ep. 002 (2023)
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`from causality import solution`
Recorded on Sep 04, 2023 in London, United Kingdom
A Python package that would allow us to address an arbitrary causal problem with a one-…
Causality, LLMs & Abstractions || Matej Zečević || Causal Bandits Ep. 000 (2023)
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Recorded on Aug 14, 2023 in Frankfurt, Germany
Are Large Language Models (LLMs) causal?
Some researchers have shown that…