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Lars Holdijk

@HoldijkLars • 1,209 subscribers

Machine Learning for (comp/bio) chemistry @UniOfOxford | prev. @UvA_Amsterdam, @UnivGroningen

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Our book "Generative AI and Stochastic Thermodynamics: A Tale of Free Energies" is out this month. With Sirui Lu and Max Welling I'm posting about topics it covers. Yesterday: heat and work in variational EM. Today: the variational free energy, and why the ELBO is one.

Our book "Generative AI and Stochastic Thermodynamics: A Tale of Free Energies" is out this month. With Sirui Lu and Max Welling I'm posting about topics it covers. Yesterday: heat and work in variational EM. Today: the variational free energy, and why the ELBO is one.

46,199 Aufrufe

Our book on Generative AI and Stochastic Thermodynamics is out this month. Max Welling, Sirui Lu and I have been posting about some interesting topics it covers. Today we have my favourite animations yet, and some groundwork for the coming days: five related Markov kernels.

Our book on Generative AI and Stochastic Thermodynamics is out this month. Max Welling, Sirui Lu and I have been posting about some interesting topics it covers. Today we have my favourite animations yet, and some groundwork for the coming days: five related Markov kernels.

15,045 Aufrufe

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Our book "Generative AI and Stochastic Thermodynamics: A Tale of Free Energies" is out this month. Over the coming weeks Sirui Lu, Max Welling and I will post about some of the topics it covers. Starting it off: heat and work in latent variable models and variational EM.
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Our book "Generative AI and Stochastic Thermodynamics: A Tale of Free Energies" is out this month. Over the coming weeks Sirui Lu, Max Welling and I will post about some of the topics it covers. Starting it off: heat and work in latent variable models and variational EM.

Lars Holdijk

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