Rephonic
Artwork for Causal Bandits Podcast

Causal Bandits Podcast

Alex Molak
Causal Inference
Causal AI
Machine Learning
Causality
Causal Models
Reinforcement Learning
Language Models
Interventional Data
Autonomous Driving
Counterfactual Reasoning
Safety Testing
Deep Learning
Causal Strategies
Decision Making
Data Science
Long Tails
Causal Analysis
Large Language Models
Supply Chain Management
Generative AI

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 m... more

PublishesInfrequentlyEpisodes35Founded2 years ago
Number of ListenersCategories
ScienceTechnology

Listen to this Podcast

Artwork for Causal Bandits Podcast

Latest Episodes

Send us a text

The Causal Gap: Truly Responsible AI Needs to Understand the Consequences

Why do LLMs systematically drive themselves to extinction, and what does it have to do with evolution, moral reasoning, and causality?

In this brand-new episo... more

YouTube

Send us a text

Create Your Causal Inference Roadmap. Causal Inference, TMLE & Sensitivity

If you're into causal inference and machine learning you probably heard about double machine learning (DML).

DML is one of the most popular frameworks levera... more

YouTube

Send us a text

*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 people?

If so, how can we be sure?

Can other disciplines... more

YouTube

Send us a text

*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 pop up, suggesting that we're close to achieving fu... more

YouTube

Key Facts

Accepts Guests
Contact Information
Podcast Host
Number of Listeners
Find out how many people listen to this podcast per episode and each month.

Similar Podcasts

Recent Guests

Dr. Zhijing Jin
Researcher focusing on causality, AI, and ethics in large language models.
Upcoming research lab in Toronto
Episode: The Causal Gap: Truly Responsible AI Needs to Understand the Consequences | Zhijing Jin S2E7
Mark van der Laan
Professor of Statistics at UC Berkeley
UC Berkeley
Episode: Create Your Causal Inference Roadmap. Causal Inference, TMLE & Sensitivity | Mark van der Laan S2E6 | CausalBanditsPodcast.com
Julia Rohrer
Psychologist and researcher focused on personality and causal inference.
Episode: Causal Inference, Human Behavior, Science Crisis & The Power of Causal Graphs | Julia Rohrer S2E5 | CausalBanditsPodcast.com
Ciarán Gilligan-Lee
Head of the Advanced Causal Inference Lab at Spotify
Spotify
Episode: From Quantum Physics to Causal AI at Spotify | Ciarán Gilligan-Lee S2E2 | CausalBanditsPodcast.com
Stefan Feuerriegel
Professor and head of the Institute for AI and Management at LMU
LMU
Episode: 49% Less Loss with Causal ML | Stefan Feuerriegel S2E1 | CausalBanditsPodcast.com
Judea Pearl
Professor known for his contributions to causal reasoning and artificial intelligence.
Episode: Free Will, LLMs & Intelligence | Judea Pearl Ep 21 | CausalBanditsPodcast.com
Ehud Karavani
Creator of CausalLib and research staff member at IBM Research
IBM Research
Episode: Causal Inference for Drug Repurposing & CausalLib | Ehud Karavani Ep 18 | CausalBanditsPodcast.com
Dr. Emre Kıcıman
Senior Principal Research Manager at Microsoft Research and a core developer of the DoWhy library.
Microsoft Research
Episode: Open Source Causal AI & The Generative Revolution | Emre Kıcıman Ep 16 | CausalBanditsPodcast.com
Andrew Lampinen
Senior research scientist at Google DeepMind
Google DeepMind
Episode: Causal Inference & Reinforcement Learning with Andrew Lampinen Ep 13 | CausalBanditsPodcast.com

Host

Alex Molak
Host of the podcast, a machine learning engineer, best-selling author, and educator. He travels the world recording conversations with leading minds in causality to share insights on the subject.

Reviews

4.9 out of 5 stars from 31 ratings
  • Great topics and guests but very poor audio quality

    Audio quality problems are varied but consistently existent.

    Apple Podcasts
    3
    Complemental
    United States3 months ago
  • Thoughtful and expert discussions of causality

    I appreciate the thoughtful discussions. You can tell that the speakers have true experience and expertise in causal modeling.

    Apple Podcasts
    5
    Showeropera
    United States2 years ago

Listeners Say

Key themes from listener reviews, highlighting what works and what could be improved about the show.

Listeners appreciate the thoughtful discussions and the expertise of the speakers.
There are concerns regarding the audio quality in certain episodes, but the content is often praised as informative and engaging.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#189
Russia/Technology

Talking Points

Recent interactions between the hosts and their guests.

Create Your Causal Inference Roadmap. Causal Inference, TMLE & Sensitivity | Mark van der Laan S2E6 | CausalBanditsPodcast.com
Q: What's your favorite sensitivity analysis approach?
There's this so-called, in the past, there were these kind of more paramedic model-based sensitive analysis, and I didn't like them.
49% Less Loss with Causal ML | Stefan Feuerriegel S2E1 | CausalBanditsPodcast.com
Q: What did you learn from your experience in starting a company?
You learn from errors, not from success, and testing ideas early is essential.
49% Less Loss with Causal ML | Stefan Feuerriegel S2E1 | CausalBanditsPodcast.com
Q: What should they learn or where should they reach out in order to start learning about those methods and how those methods can be helpful for them?
They can start with our Nature Medicine paper on Causal Machine Learning for Predicting Treatment Outcomes which provides an overview.
49% Less Loss with Causal ML | Stefan Feuerriegel S2E1 | CausalBanditsPodcast.com
Q: What's the best way to educate people, in order to help them feel more confident using those methods?
We should sometimes explain our complex methods in the simplest terms to make them understandable for laymen and practitioners.
49% Less Loss with Causal ML | Stefan Feuerriegel S2E1 | CausalBanditsPodcast.com
Q: If you could solve one problem in causal modeling, causal machine learning, just like this today, what would that be?
I think whatever magic that really helps people to understand the concepts in just one second.

Audience Metrics

Listeners, social reach, demographics and more for this podcast.

Listeners per Episode
Gender Skew
Location
Interests
Professions
Age Range
Household Income
Social Media Reach

Frequently Asked Questions About Causal Bandits Podcast

What is Causal Bandits Podcast about and what kind of topics does it cover?

Focused on the themes of causality, causal AI, and causal machine learning, this podcast aims to bridge the gap between academic theory and practical application. Each episode features in-depth conversations with a diverse range of experts, including researchers and industry practitioners, providing insights into the latest developments and challenges in the field of causality. Topics explored span various sectors, from healthcare to technology, emphasizing how causal reasoning can influence decision-making and improve outcomes across industries.

Listeners can expect to learn about essential methodologies, the importance of proper causal inference, and the potential for innovation that causal modeling offers. The podcast's unique approach... more

Where can I find podcast stats for Causal Bandits Podcast?

Rephonic provides a wide range of podcast stats for Causal Bandits Podcast. We scanned the web and collated all of the information that we could find in our comprehensive podcast database. See how many people listen to Causal Bandits Podcast and access YouTube viewership numbers, download stats, audience demographics, chart rankings, ratings, reviews and more.

How many listeners does Causal Bandits Podcast get?

Rephonic provides a full set of podcast information for three million podcasts, including the number of listeners. View further listenership figures for Causal Bandits Podcast, including podcast download numbers and subscriber numbers, so you can make better decisions about which podcasts to sponsor or be a guest on. You will need to upgrade your account to access this premium data.

What are the audience demographics for Causal Bandits Podcast?

Rephonic provides comprehensive predictive audience data for Causal Bandits Podcast, including gender skew, age, country, political leaning, income, professions, education level, and interests. You can access these listener demographics by upgrading your account.

How many subscribers and views does Causal Bandits Podcast have?

To see how many followers or subscribers Causal Bandits Podcast has on Spotify and other platforms such as Castbox and Podcast Addict, simply upgrade your account. You'll also find viewership figures for their YouTube channel if they have one.

Which podcasts are similar to Causal Bandits Podcast?

These podcasts share a similar audience with Causal Bandits Podcast:

1. Super Data Science: ML & AI Podcast with Jon Krohn
2. DataFramed
3. Machine Learning Street Talk (MLST)
4. The Quanta Podcast
5. Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

How many episodes of Causal Bandits Podcast are there?

Causal Bandits Podcast launched 2 years ago and published 35 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

How do I contact Causal Bandits Podcast?

Our systems regularly scour the web to find email addresses and social media links for this podcast. We scanned the web and collated all of the contact information that we could find in our podcast database. But in the unlikely event that you can't find what you're looking for, our concierge service lets you request our research team to source better contacts for you.

Where can I see ratings and reviews for Causal Bandits Podcast?

Rephonic pulls ratings and reviews for Causal Bandits Podcast from multiple sources, including Spotify, Apple Podcasts, Castbox, and Podcast Addict.

View all the reviews in one place instead of visiting each platform individually and use this information to decide if a show is worth pitching or not.

How do I access podcast episode transcripts for Causal Bandits Podcast?

Rephonic provides full transcripts for episodes of Causal Bandits Podcast. Search within each transcript for your keywords, whether they be topics, brands or people, and figure out if it's worth pitching as a guest or sponsor. You can even set-up alerts to get notified when your keywords are mentioned.

What guests have appeared on Causal Bandits Podcast?

Recent guests on Causal Bandits Podcast include:

1. Dr. Zhijing Jin
2. Mark van der Laan
3. Julia Rohrer
4. Ciarán Gilligan-Lee
5. Stefan Feuerriegel
6. Judea Pearl
7. Ehud Karavani
8. Dr. Emre Kıcıman

To view more recent guests and their details, simply upgrade your Rephonic account. You'll also get access to a typical guest profile to help you decide if the show is worth pitching.

Find and pitch the right podcasts

We help savvy brands, marketers and PR professionals to find the right podcasts for any topic or niche. Get the data and contacts you need to pitch podcasts at scale and turn listeners into customers.
Try it free for 7 days