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Alex Molak에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Alex Molak 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
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Causal Models, Biology, Generative AI & RL || Robert Ness || Causal Bandits Ep. 011 (2024)

1:13:32
 
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Manage episode 404631508 series 3526805
Alex Molak에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Alex Molak 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

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Support the show
Video version available on YouTube
Recorded on Nov 12, 2023 in Undisclosed location, Undisclosed location
From Systems Biology to Causality

Robert always loved statistics.
He went to study systems biology, driven by his desire to model natural systems.
His perspective on causal inference encompasses graphical models, Bayesian inference, reinforcement learning, generative AI and cognitive science.
It allows him to think broadly about the problems we encounter in modern AI research.
Is the reward enough and what's the next big thing in causal (generative) AI?
Let's see!
About The Guest
Robert Osazuwa Ness is a Senior Researcher at Microsoft Research. He explores how to combine causal discovery, causal inference, deep probabilistic modeling, and programming languages in search of new capabilities for AI systems.
Connect with Robert:
- Robert on Twitter/X
- Robert on LinkedIn
- Robert's web page
About The Host
Aleksander (Alex) Molak is an independent machine learning researcher, educator, entrepreneur and a best-selling author in the area of causality.
Connect with Alex:
- Alex on the Internet
Links
Find the links here
Causal Bandits Team
Project Coordinator: Taiba Malik
Video and Audio Editing: Navneet Sharma, Aleksander Molak
#causalai #causalinference #causality

Support the show

Causal Bandits Podcast
Causal AI || Causal Machine Learning || Causal Inference & Discovery
Web: https://causalbanditspodcast.com
Connect on LinkedIn: https://www.linkedin.com/in/aleksandermolak/
Join Causal Python Weekly: https://causalpython.io
The Causal Book: https://amzn.to/3QhsRz4

  continue reading

챕터

1. Causal Models, Biology, Generative AI & RL || Robert Ness || Causal Bandits Ep. 011 (2024) (00:00:00)

2. [Ad] Rumi.ai (00:19:19)

3. (Cont.) Causal Models, Biology, Generative AI & RL || Robert Ness || Causal Bandits Ep. 011 (2024) (00:20:08)

28 에피소드

Artwork
icon공유
 
Manage episode 404631508 series 3526805
Alex Molak에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Alex Molak 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Send us a text

Support the show
Video version available on YouTube
Recorded on Nov 12, 2023 in Undisclosed location, Undisclosed location
From Systems Biology to Causality

Robert always loved statistics.
He went to study systems biology, driven by his desire to model natural systems.
His perspective on causal inference encompasses graphical models, Bayesian inference, reinforcement learning, generative AI and cognitive science.
It allows him to think broadly about the problems we encounter in modern AI research.
Is the reward enough and what's the next big thing in causal (generative) AI?
Let's see!
About The Guest
Robert Osazuwa Ness is a Senior Researcher at Microsoft Research. He explores how to combine causal discovery, causal inference, deep probabilistic modeling, and programming languages in search of new capabilities for AI systems.
Connect with Robert:
- Robert on Twitter/X
- Robert on LinkedIn
- Robert's web page
About The Host
Aleksander (Alex) Molak is an independent machine learning researcher, educator, entrepreneur and a best-selling author in the area of causality.
Connect with Alex:
- Alex on the Internet
Links
Find the links here
Causal Bandits Team
Project Coordinator: Taiba Malik
Video and Audio Editing: Navneet Sharma, Aleksander Molak
#causalai #causalinference #causality

Support the show

Causal Bandits Podcast
Causal AI || Causal Machine Learning || Causal Inference & Discovery
Web: https://causalbanditspodcast.com
Connect on LinkedIn: https://www.linkedin.com/in/aleksandermolak/
Join Causal Python Weekly: https://causalpython.io
The Causal Book: https://amzn.to/3QhsRz4

  continue reading

챕터

1. Causal Models, Biology, Generative AI & RL || Robert Ness || Causal Bandits Ep. 011 (2024) (00:00:00)

2. [Ad] Rumi.ai (00:19:19)

3. (Cont.) Causal Models, Biology, Generative AI & RL || Robert Ness || Causal Bandits Ep. 011 (2024) (00:20:08)

28 에피소드

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