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Fernando Rodriguez

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Articole: 5

  1. How do language models solve Bayesian network inference?

    (Fernando Rodriguez)

    Table of Contents Can language models think "probabilistically"?

  2. Some reflections on AI and Creativity

    (Fernando Rodriguez)

    I have the weird habit of sometimes opening Linkedin and looking at my own profile.

  3. Introduction to Decision Theory: Part III

    (Fernando Rodriguez)

    Table of Contents Closing the Loop Building the Oil-Field LIMID in PyAgrum Setting Up the Network Structure Filling in the Numbers Solving the Network Testing Robustness with Sensitivity Analysis Single Parameter Sensitivity Analysis Example 1: Prior Prob…

  4. Introduction to Decision Theory: Part II

    (Fernando Rodriguez)

    Table of Contents Strengths and Limitations of Decision Trees Combinatorial Explosion Hidden Conditional Independencies Influence Diagrams Modelling the Oil Field Decision Problem Modelling Qualitative Information Modelling Quantitative Information Influe…

  5. Introduction to Decision Theory: Part I

    (Fernando Rodriguez)

    Table of Contents The Challenge of Decision-Making The Anatomy of a Decision Problem Structuring the Oil Field Decision Problem Calculating Expected Monetary Value Beyond Money: Utility and Risk Preferences Decision Analysis: A Dynamic, Iterative Process…