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Robert R. Tucci
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  • Woburn
  • United States
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Robert R. Tucci's Page

Profile Information

Short Bio:
Physics Phd
Job Title:
Programmer
Job Function:
Data Science, Machine Learning, AI, Deep Learning, Other
Industry:
Quantum computing, AI, Bayesian Networks
Interests:
Contributing, Networking, Finding a new position, New venture, Recruiting, Other

Robert R. Tucci's Blog

Quantum d-separation and quantum belief propagation à la Pearl

Posted on December 9, 2020 at 7:00pm 0 Comments

I've just written a new paper entitled: "Quantum d-separation and quantum belief propagation". Here is the abstract:

The goal of this paper is to generalize classical d-separation and classical Belief Propagation (BP) to the quantum realm. Classical d-separation is an essential ingredient of most of Judea Pearl's work. It is crucial to all 3 rungs of what Pearl calls the 3 rungs of Causation. So having a quantum version of d-separation and BP probably implies that most of…
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Causal AI Kaggle Competition, Hosted by Big Pharma

Posted on November 29, 2020 at 1:01pm 0 Comments

Recently, someone (not me) suggested in a tweet to Judea Pearl, let's have a Kaggle** competition on the topic of Causal AI. I love the idea, so I am trying to promote it with this blog post. Big Pharma could fund such a competition for much less than what they pay for a TV commercial, and the technical insights they might gain from this exercise might prove to be invaluable to the pharmaceutical industry.…

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When Daphne Koller met Judea Pearl. When Feynman met Dirac. When The Beatles met Bob Dylan.

Posted on November 29, 2020 at 1:00pm 0 Comments

Daphne Koller is the leader of a mega-startup (Insitro) that uses Machine Learning (do they use Causal Bayesian Networks???) to do drug research. She also co-founded Coursera with Andrew Ng, and she co-wrote with  Nir Friedman a 1200 page book about Probabilistic Graphical Models (e.g., Bayesian Networks)

Judea Pearl won a Turing award (commonly…

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No Causation without representation!

Posted on October 9, 2020 at 9:00am 0 Comments

My free book Bayesuvius now has 39 chapters. I had been postponing writing the chapters on Pearl causality until now, because I consider them to be the most important chapters in the whole book, and I wanted to nail them, to the best of my limited abilities. Well, I finally bit the bullet and wrote them. Please check them out, and send me feedback. I would especially like your opinion on  the chapters…

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