Causal Bandits Podcast
Alex Molak
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About This 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
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Recent Episodes
S2E11 Strait of Hormuz: Causal Models for Rare Events | Alexander Denev S2E11 | CausalBanditsPodcast.com
Send us Fan Mail*How do you forecast an event that has never happened before?*How do you forecast an event that has never happened before?The recent closure and reopening of the Strait of Hormuz are…
S2E10 Causality, Experimentation, and Marketplaces | Lawrence De Geest S2E10
Send us Fan MailCausality, Experimentation, and MarketplacesMeet Lawrence de Geest (Zoox, ex-Lyft, ex-NBA), a former soccer player and an ex-NBA data scientist, who fell in love with marketplaces,…
S2E9 Do Heterogeneous Treatment Effects Exist? | Stephen Senn X Richard Hahn S2E9 | CausalBanditsPodcast
Send us Fan MailDo Heterogeneous Treatment Effects Exist?For the last 50 years, we've designed cars to be safe...For the 50th-percentile male.Well, that's actually not 100% correct.According to…
S2E8 Causal Inference & the "Bayesian-Frequentist War" | Richard Hahn S2E8 | CausalBanditsPodcast.com
Send us Fan Mail*What can we learn about causal inference from the “war” between Bayesians and frequentists?*What can we learn about causal inference from the “war” between Bayesians and…
S2E7 The Causal Gap: Truly Responsible AI Needs to Understand the Consequences | Zhijing Jin S2E7
Send us Fan MailThe Causal Gap: Truly Responsible AI Needs to Understand the ConsequencesWhy do LLMs systematically drive themselves to extinction, and what does it have to do with evolution, moral…
S2E6 Create Your Causal Inference Roadmap. Causal Inference, TMLE & Sensitivity | Mark van der Laan S2E6 | CausalBanditsPodcast.com
Send us Fan MailCreate Your Causal Inference Roadmap. Causal Inference, TMLE & SensitivityIf you're into causal inference and machine learning you probably heard about double machine learning…
S2E5 Causal Inference, Human Behavior, Science Crisis & The Power of Causal Graphs | Julia Rohrer S2E5 | CausalBanditsPodcast.com
Send us Fan Mail*Causal Inference From Human Behavior, Reproducibility Crisis & The Power of Causal Graphs*Is Jonathan Heidt right that social media causes the mental health crisis in young…
S2E4 MSFT Scientist: Agents, Causal AI & Future of DoWhy | Amit Sharma S2E4 | CausalBanditsPodcast.com
Send us Fan Mail*Agents, Causal AI & The Future of DoWhy*The idea of agentic systems taking over more complex human tasks is compelling.New "production-grade" frameworks to build agentic systems…
Causal Secrets of N=1 Experiments | Eric Daza S2E3 | CausalBanditsPodcast.com
Send us Fan Mail 📽️ FREE Online Course on Causality 📕 Causal Inference & Discovery in PythonCausal Secrets of N=1 ExperimentsJoin me for a one of a kind conversation on the opportunities and…
S2E2 From Quantum Physics to Causal AI at Spotify | Ciarán Gilligan-Lee S2E2 | CausalBanditsPodcast.com
Send us Fan MailFrom Quantum Causal Models to Causal AI at SpotifyCiarán loved Lego.Fascinated by the endless possibilities offered by the blocks, he once asked his parents what he could do as an…
S2E1 49% Less Loss with Causal ML | Stefan Feuerriegel S2E1 | CausalBanditsPodcast.com
Send us Fan MailStefan Feuerriegel is the Head of the Institute of AI in Management at LMU.His team consistently publishes work on causal machine learning at top AI conferences, including NeurIPS,…
S1E26 Causal AI at cAI 2024 London | CausalBanditsPodcast.com
Send us Fan MailCausal Bandits at cAI 2024 (The Royal Society, London)The cAI Conference in London slammed the door on baseless claims that causality cannot be used in industrial practice.In the…
S1E25 Causal Bandits @ CLeaR 2024 | Part 2 | CausalBanditsPodcast.com
Send us Fan MailWhich models work best for causal discovery and double machine learning?In this extra episode, we present 4 more conversations with the researchers presenting their work at the CLeaR…
S1E24 Causal Bandits @ CLeaR 2024 | Part 1 | CausalBanditsPodcast.com
Send us Fan MailRoot cause analysis, model explanations, causal discovery.Are we facing a missing benchmark problem?Or not anymore?In this special episode, we travel to Los Angeles to talk with…
S1E23 Causal Bandits @ AAAI 2024 | Part 2 | CausalBanditsPodcast.com
Send us Fan Mail *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…
S1E22 Causal Bandits @ AAAI 2024 | Part 1 | CausalBanditsPodcast.com
Send us Fan Mail 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…
S1E21 Free Will, LLMs & Intelligence | Judea Pearl Ep 21 | CausalBanditsPodcast.com
Send us Fan MailMeet 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…
S1E20 Causal AI & Individual Treatment Effects | Scott Mueller Ep. 20 | CausalBanditsPodcast.com
Send us Fan MailCan 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,…
S1E19 Causal AI in Personalization | Dima Goldenberg Ep 19 | CausalBanditsPodcast.com
Send us Fan MailVideo 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 Booking.com…
S1E18 Causal Inference for Drug Repurposing & CausalLib | Ehud Karavani Ep 18 | CausalBanditsPodcast.com
Send us Fan MailWas 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…
Frequently Asked Questions
Causal Bandits Podcast has published 39 episodes since November 2023, covering topics in Business, Science.
Causal Bandits Podcast is currently highly active with new episodes monthly. Average episode length is 55m.
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