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 entrepreneur, independent researcher and a best-selling author, who decided to travel the world to record conversations with the most interesting minds in causality.
Enjoy and stay causal!
Keywords: Causal AI, Causal Machine Learning, Causality, Causal Inference, Causal Discovery, Machine Learning, AI, Artificial Intelligence
Episodes
25 episodes
Causal Bandits at AAAI 2024 | Part 2 | CausalBanditsPodcast.com
*Causal Bandits at AAAI 2024 || Part 2*In this special episode we interview researchers who presented their work at AAAI 2024 in Vancouver, Canada.Time codes: 00:12 - 04:18 Kevin Xia (Columbia University) - Transp...
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Season 1
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Episode 23
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22:38
Causal Bandits at AAAI 2024 | Part 1 | CausalBanditsPodcast.com
Causal Bandits at AAAI 2024 || Part 1In this special episode we interview researchers who presented their work at AAAI 2024 in Vancouver, Canada and participants of our workshop on causality and large language models (LLMs)...
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Season 1
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Episode 22
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19:35
Free Will, LLMs & Intelligence | Judea Pearl Ep 21 | CausalBanditsPodcast.com
Meet The Godfather of Modern Causal InferenceHis work has pretty literally changed the course of my life and I am honored and incredibly grateful we could meet for this great conversation in his home in Los AngelesTo anyb...
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Season 1
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Episode 21
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54:56
Causal AI & Individual Treatment Effects | Scott Mueller Ep. 20 | CausalBanditsPodcast.com
Can we say something about YOUR personal treatment effect?The estimation of individual treatment effects is the Holy Grail of personalized medicine.It's also extremely difficult.Yet, Scott is not discouraged from ...
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Season 1
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Episode 20
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53:29
Causal AI in Personalization | Dima Goldenberg Ep 19 | CausalBanditsPodcast.com
Video version of this episode is available here Causal personalization?Dima did not love computers enough to forget about his passion for understanding people.His work at Boo...
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Season 1
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Episode 19
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1:07:29
Causal Inference for Drug Repurposing & CausalLib | Ehud Karavani Ep 18 | CausalBanditsPodcast.com
Was Deep Learning Revolution Bad For Causal Inference?Did deep learning revolution slowed down the progress in causal research?Can causality help in finding drug repurposing candidates?What are the main challenges...
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Season 1
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Episode 18
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54:21
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From Physics to Causal AI & Back | Bernhard Schölkopf Ep 17 | CausalBanditsPodcast.com
Causal AI: The Melting Pot. Can Physics, Math & Biology Help Us?What is the relationship between physics and causal models?What can science of non-human animal behavior teach causal AI researchers?Bernha...
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Season 1
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Episode 17
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35:10
Open Source Causal AI & The Generative Revolution | Emre Kıcıman Ep 16 | CausalBanditsPodcast.com
What makes two tech giants collaborate on an open source causal AI package?Emre's adventure with causal inference and causal AI has started before it was trendy. He's one of the original core developers of DoWhy - o...
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Season 1
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Episode 16
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43:10
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Why Hinton Was Wrong, Causal AI & Science | Thanos Vlontzos Ep 15 | CausalBanditsPodcast.com
Recorded on Jan 17, 2024 in London, UK. Video version available hereWhat makes so many predictions about the future of AI wrong?And what's possible with the current parad...
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Season 1
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Episode 15
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1:06:18
Causal Inference & Financial Modeling with Alexander Denev Ep 14 | CausalBanditsPodcast.com
Video version available here Are markets efficient, and if not, can causal models help us leverage the inefficiencies?Do we really need to understand what we're modeling?...
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Season 1
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Episode 14
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1:04:58
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Causal Inference & Reinforcement Learning with Andrew Lampinen Ep 13 | CausalBanditsPodcast.com
Love Causal Bandits Podcast?Help us bring more quality content: Support the showVideo version of this episode is available here<...
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Season 1
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Episode 13
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56:13
Causal Inference, Clinical Trials & Randomization || Stephen Senn || Causal Bandits Ep. 012 (2024)
Support the showVideo version available on YouTubeDo We Need Probability?Causal inference lies at the very heart of the ...
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Season 1
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Episode 12
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1:18:54
Causal Models, Biology, Generative AI & RL || Robert Ness || Causal Bandits Ep. 011 (2024)
Support the showVideo version available on YouTube Recorded on Nov 12, 2023 in Undisclosed location, Undisclosed locati...
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Season 1
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Episode 11
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1:14:21
Causal AI & Supply Chain || Ishansh Gupta || Causal Bandits Ep. 010 (2024)
Support the showVideo version available on YouTubeRecorded on Sep 27, 2023 in München, GermanyFrom supply chain to large lan...
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Season 1
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Episode 10
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59:05
On Causal Inference in Fintech & Being an Author || Matheus Facure || Causal Bandits Ep. 009 (2024)
Support the showVideo version of this episode is available on YouTubeRecorded on Oct 15, 2023 in São Paulo, BrazilCausal Inf...
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Season 1
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Episode 9
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1:08:43
Causal ML, Transparency & Time-Varying Treatments || Iyar Lin || Causal Bandits Ep. 008 (2024)
Support the showVideo version available on YouTube Recorded on Sep 13, 2023 in Beit El'Azari, Israel The eternal dance betwe...
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Season 1
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Episode 8
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56:51
[Extra]: Mosquitos, Pascal & Hedge Funds || A Walk with Darko Matovski, PhD (causaLens) in London (2024)
Support the showVideo version available on YouTubeRecorded on Sep 4, 2023 in London, UKA causal betDar...
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Season 1
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Episode 0
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22:38
Causal AI, Justin Bieber & Optimal Experiments || Jakob Zeitler || Causal Bandits Ep. 007 (2024)
Support the showVideo version of this episode is available hereRecorded on Sep 5, 2023 in Oxford, UKHave you ever won...
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Season 1
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Episode 7
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1:09:25
Causal AI, Effect Heterogeneity & Understanding ML || Alicia Curth || Causal Bandits Ep. 006 (2023)
Support the showVideo version available on YouTube Recorded on Nov 29, 2023 in Cambridge, UKShould we ...
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Season 1
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Episode 6
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55:29
Causal AI & Dynamical Systems || Naftali Weinberger || Causal Bandits Ep. 005 (2023)
Support the showVideo version available on YouTubeRecorded on Aug 29, 2023 in München, GermanyCan we meaningfully talk about...
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Season 1
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Episode 5
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1:18:50
Autonomous Driving, Causality & Long Tails || Daniel Ebenhöch || Causal Bandits Ep. 004 (2023)
Support the showVideo version available on YouTubeRecorded on Aug 27, 2023 in München, GermanyIs Causality Necessar...
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Season 1
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Episode 4
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53:01
Causality, Marketing & Simulations || Juan Orduz || Causal Bandits Ep. 003 (2023)
Support the show Video version available on YouTubeRecorded on Aug 25, 2023 in Berlin, Germany Is Marketing Intrinsically ...
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Season 1
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Episode 3
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54:43
Causal AI, Modularity & Learning || Andrew Lawrence || Causal Bandits Ep. 002 (2023)
Support the show`from causality import solution`Recorded on Sep 04, 2023 in London, United KingdomA Python package that would allow us to address an arbitrary caus...
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Season 1
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Episode 2
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1:25:11
